Team > Prof. Dr. Aldo Faisal
Prof. Dr. Aldo Faisal
Faculty VII
Digital Health with a focus on Data Science
Work experience:
Aldo Faisal is Principal investigator of the borderless Brain and Behaviour Lab that works at the Interface of Machine Learning, Neuroscience & Biomedical Engineering. Aldo is professor and head of the Chair in Digital Health & Data Science applied to the Life Sciences at the University of Bayreuth (Germany). He also holds a professorship in AI & Neuroscience at the Imperial College London. Aldo is also director of Behaviour Analytics Lab at the Data Science Institute (London), Associate Investigator at the MRC London Institute of Medical Sciences and its affiliated faculty at the Gatsby Computational Neuroscience Unit (University College London).
Aldo serves as an Associate editor for Nature Scientific Data and PLOS Computational Biology. Aldo received a number of awards and distinctions, including being scholar of the German National Merit Foundation (Studienstiftung des Deutschen Volkes; Under-graduate & PhD), a Fellow of the Böhringer-Ingelheim Foundation for Basic Biomedical Research, elected as a Junior Research Fellow at the University of Cambridge (Wolfson College) and research prizes such as the Toyota Mobility Foundation Award in 2018 ($50,000) and the Rosetrees Interdisciplinary Award ($300,000) in 2022. Aldo's work features regularly across global media (such as BBC, CNN, WIRED, TED, TEDx, Scientific American, New Scientist, Guardian, Times of India, etc.)
Qualifications:
Aldo was trained in computer science and physics in Germany (Universität Bielefeld), thesis with Helge Richter in recurrent neural networds, and read biology at Cambridge (Emmanuel College), thesis with Tom Matheson & Macolm Burrows FRS on neuro-physiology of motor control, and obtained his PhD in Computational Neuroscience with Prof Simon Laughlin FRS in 2006 in the foundations of neural information proecessing. He continued with his postdoc at the CBL Cambridge with Daniel Wolpert FRS on the Bayesian Brain and human sensorimotor control, for which he also obtained a Junior Research Fellowship at the University of Cambridge (Wolfson College).
In 2009 he jouinded as junior faculty in Neurotechnology the Depts. of Bioengineering & Computing at the Imperial College London where he started his lab and where he progressed as full professor in AI & Neuroscience, which he nows serves in a part-time role. In 2019 he set up the UKRI Centre in AI for Healthcare at Imperial as founding director whcih has now grown to over 80 researchers. In 2022 he took up the Chair in Digital Health at the University of Bayreuth (Germany) where he is building up a research centre at the interface of Artificial & Human Intelligence that helps people in health and disease.
Faculty VII
Digital Health with a focus on Data Science
Publikationen
Book/Monograph
Deisenroth, Marc Peter; Faisal, A. Aldo; Ong, Cheng Soon
Mathematics for Machine learning
Cambridge : Cambridge University Press, 2020. - xvii, 371 pp.
NEUROTECHNIX 2017 : Proceedings of the 5th International Congress on Neurotechnology, Elec ...
publ: Pedotti, Antonio; Azevedo, Luis; Faisal, A. Aldo
Setúbal : SCITEPRESS, 2017. - X, 81 pp.
NEUROTECHNIX 2016 : Proceedings of the 4th International Congress on Neurotechnology, Elec ...
publ: Krebs, Hermano Igo; Pedotti, Antonio; Faisal, A. Aldo
Setúbal : SCITEPRESS, 2016. - X, 65 pp.
Brain Informatics and Health : 8th International Conference, BIH 2015, London, UK ; Procee ...
publ: Guo, Yike; Friston, Karl; Faisal, A. Aldo; Hill, Sean; Peng, Hanchuan
Cham : Springer, 2015. - XV, 459 pp. . - (Lecture Notes in Computer Science; 9250)
doi:10.1007/978-3-319-23344-4 ...
Proceedings of the 3rd International Congress on Neurotechnology, Electronics and Informat ...
publ: Faisal, A. Aldo; Krebs, Hermano Igo; Pedotti, Antonio
Setúbal : SCITEPRESS, 2015. - XII, 147 pp.
Article in a journal (peer-reviewed)
Post, Benjamin; Badea, Cosmin; Faisal, A. Aldo; Brett, Stephen J.
Breaking bad news in the era of artificial intelligence and algorithmic medicine : an expl ...
in AI and Ethics vol. 3 (2023) . - pp. 1215-1228
doi:10.1007/s43681-022-00230-z ...
Kadirvelu, Balasundaram; Bellido Bel, Teresa; Wu, Xiaofei; Burmester, Victoria; Ananth, Shayma; Cabral C. C. Branco, Bianca; Girela-Serrano, Braulio; Gledhill, Julia; Di Simplicio, Martina; Nicholls, Dasha; Faisal, A. Aldo
Mindcraft, a Mobile Mental Health Monitoring Platform for Children and Young People : Deve ...
in JMIR Formative Research vol. 7 (2023)
doi:10.2196/44877 ...
Ricotti, Valeria; Kadirvelu, Balasundaram; Selby, Victoria; Festenstein, Richard; Mercuri, Eugenio; Voit, Thomas; Faisal, A. Aldo
Wearable full-body motion tracking of activities of daily living predicts disease trajecto ...
in Nature Medicine vol. 29 (2023) issue 1. - pp. 95-103
doi:10.15495/EPub_UBT_00006987 ...
Kadirvelu, Balasundaram; Gavriel, Constantinos; Nageshwaran, Sathiji; Chan, Jackson Ping Kei; Nethisinghe, Suran; Athanasopoulos, Stavros; Ricotti, Valeria; Voit, Thomas; Giunti, Paola; Festenstein, Richard; Faisal, A. Aldo
A wearable motion capture suit and machine learning predict disease progression in Friedre ...
in Nature Medicine vol. 29 (2023) issue 1. - pp. 86-94
doi:10.1038/s41591-022-02159-6 ...
Festor, Paul; Jia, Yan; Gordon, Anthony C.; Faisal, A. Aldo; Habli, Ibrahim; Komorowski, Matthieu
Assuring the safety of AI-based clinical decision support systems : a case study of the AI ...
in BMJ Health & Care Informatics vol. 29 (2022) issue 1
doi:10.1136/bmjhci-2022-100549 ...
Honeyford, Kate; Expert, Paul; Mendelsohn, Estera; Post, B.; Faisal, A. Aldo; Glampson, B.; Mayer, Erik; Costelloe, C. E.
Challenges and recommendations for high quality research using electronic health records
in Frontiers in Digital Health vol. 4 (2022)
doi:10.3389/fdgth.2022.940330 ...
Currie, Stephen P.; Ammer, Julian J.; Premchand, Brian; Dacre, Joshua; Wu, Yufei; Eleftheriou, Constantinos; Colligan, Matt; Clarke, Thomas; Mitchell, Leah; Faisal, A. Aldo; Hennig, Matthias H.; Duguid, Ian
Movement-specific signaling is differentially distributed across motor cortex layer 5 proj ...
in Cell Reports vol. 39 (2022) issue 6
doi:10.1016/j.celrep.2022.110801 ...
Kadirvelu, Balasundaram; Burcea, Gabriel; Quint, Jennifer K.; Costelloe, Ceire E.; Faisal, A. Aldo
Variation in global COVID-19 symptoms by geography and by chronic disease : A global surve ...
in eClinicalMedicine vol. 45 (2022)
doi:10.1016/j.eclinm.2022.101317 ...
Maimon-Mor, Roni O.; Schone, Hunter R.; Henderson Slater, David; Faisal, A. Aldo; Makin, Tamar R.
Author response: Early life experience sets hard limits on motor learning as evidenced fro ...
Author response: Early life experience sets hard limits on motor learning as evidenced from artificial arm use in eLife vol. 10 (2021)
doi:10.7554/elife.66320.sa2 ...
Li, Luchen; Faisal, A. Aldo
Bayesian Distributional Policy Gradients
in Proceedings of the AAAI Conference on Artificial Intelligence vol. 35 (2021) issue 10. - pp. 8429-8437
doi:10.1609/aaai.v35i10.17024 ...
Ortega, Pablo; Faisal, A. Aldo
Deep learning multimodal fNIRS and EEG signals for bimanual grip force decoding
in Journal of Neural Engineering vol. 18 (2021) issue 4. - pp. 0460e6
doi:10.1088/1741-2552/ac1ab3 ...
Parkin, Beth L.; Daws, Richard E.; Das-Neves, Ines; Violante, Ines R.; Soreq, Eyal; Faisal, A. Aldo; Sandrone, Stefano; Lao-Kaim, Nicholas P.; Martin-Bastida, Antonio; Roussakis, Andreas-Antonios; Piccini, Paola; Hampshire, Adam
Dissociable effects of age and Parkinson’s disease on instruction-based learning
in Brain Communications vol. 3 (2021) issue 3
doi:10.1093/braincomms/fcab175 ...
Maimon-Mor, Roni O.; Schone, Hunter R.; Henderson Slater, David; Faisal, A. Aldo; Makin, Tamar R.
Early life experience sets hard limits on motor learning as evidenced from artificial arm ...
in eLife vol. 10 (2021)
doi:10.7554/eLife.66320 ...
Haar, Shlomi; Sundar, Guhan; Faisal, A. Aldo
Embodied virtual reality for the study of real-world motor learning
in PLoS One vol. 16 (2021) issue 1
doi:10.1371/journal.pone.0245717 ...
Stout, Dietrich; Chaminade, Thierry; Apel, Jan; Shafti, Ali; Faisal, A. Aldo
The measurement, evolution, and neural representation of action grammars of human behavior
in Scientific Reports vol. 11 (2021) issue 1
doi:10.1038/s41598-021-92992-5 ...
Patel, Brijesh V.; Haar, Shlomi; Handslip, Rhodri; Auepanwiriyakul, Chaiyawan; Lee, Teresa Mei-Ling; Patel, Sunil; Harston, J. Alex; Hosking-Jervis, Feargus; Kelly, Donna; Sanderson, Barnaby; Borgatta, Barbara; Tatham, Kate; Welters, Ingeborg; Camporota, Luigi; Gordon, Anthony C.; Komorowski, Matthieu; Antcliffe, David; Prowle, John R.; Puthucheary, Zudin; Faisal, A. Aldo
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients i ...
in Intensive Care Medicine vol. 47 (2021) issue 5. - pp. 549-565
doi:10.1007/s00134-021-06389-z ...
Shafti, Ali; Haar, Shlomi; Mio, Renato; Guilleminot, Pierre; Faisal, A. Aldo
Playing the piano with a robotic third thumb : assessing constraints of human augmentation
in Scientific Reports vol. 11 (2021) issue 1
doi:10.1038/s41598-021-00376-6 ...
Faisal, A. Aldo
Putting touch into action
in Science vol. 372 (2021) issue 6544. - pp. 791-792
doi:10.1126/science.abi7262 ...
Auepanwiriyakul, Chaiyawan; Waibel, Sigourney; Songa, Joanna; Bentley, Paul; Faisal, A. Aldo
Accuracy and Acceptability of Wearable Motion Tracking for Inpatient Monitoring Using Smar ...
in Sensors vol. 20 (2020) issue 24
doi:10.3390/s20247313 ...
Bachtiger, Patrik; Plymen, Carla M.; Pabari, Punam A.; Howard, James P.; Whinnett, Zachary I.; Opoku, Felicia; Janering, Stephen; Faisal, A. Aldo; Francis, Darrel P.; Peters, Nicholas S.
Artificial Intelligence, Data Sensors and Interconnectivity : Future Opportunities for Hea ...
in Cardiac Failure Review vol. 6 (2020)
doi:10.15420/cfr.2019.14 ...
Haar, Shlomi; Faisal, A. Aldo
Brain Activity Reveals Multiple Motor-Learning Mechanisms in a Real-World Task
in Frontiers in Human Neuroscience vol. 14 (2020)
doi:10.3389/fnhum.2020.00354 ...
Ortega, Pablo; Zhao, Tong; Faisal, A. Aldo
HYGRIP: Full-Stack Characterization of Neurobehavioral Signals (fNIRS, EEG, EMG, Force, an ...
in Frontiers in Neuroscience vol. 14 (2020)
doi:10.3389/fnins.2020.00919 ...
Haar, Shlomi; van Assel, Camille M.; Faisal, A. Aldo
Motor learning in real-world pool billiards
in Scientific Reports vol. 10 (2020) issue 1
doi:10.1038/s41598-020-76805-9 ...
Rito Lima, Ines; Haar, Shlomi; Di Grassi, Lucas; Faisal, A. Aldo
Neurobehavioural signatures in race car driving : a case study
in Scientific Reports vol. 10 (2020) issue 1
doi:10.1038/s41598-020-68423-2 ...
Gallego-Delgado, Patricia; James, Rachel; Meng, Joanna; Browne, Eleanor; Umashankar, Swetha; Tan, Li; Picon, Carmen; Mazarakis, Nicholas D.; Faisal, A. Aldo; Howell, Owain W.; Reynolds, Richard
Neuroinflammation in the normal-appearing white matter (NAWM) of the multiple sclerosis br ...
in PLoS Biology vol. 18 (2020) issue 12
doi:10.1371/journal.pbio.3001008 ...
Gottesman, Omer; Johansson, Fredrik; Komorowski, Matthieu; Faisal, A. Aldo; Sontag, David; Doshi-Velez, Finale; Celi, Leo Anthony
Guidelines for reinforcement learning in healthcare
in Nature Medicine vol. 25 (2019) issue 1. - pp. 16-18
doi:10.1038/s41591-018-0310-5 ...
Khwaja, Mohammed; Vaid, Sumer S.; Zannone, Sara; Harari, Gabriella M.; Faisal, A. Aldo; Matic, Aleksandar
Modeling personality vs. modeling personalidad : In-the-wild mobile data analysis in five ...
in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies vol. 3 (2019) issue 3. - pp. -
doi:10.1145/3351246 ...
Komorowski, Matthieu; Celi, Leo A.; Badawi, Omar; Gordon, Anthony C.; Faisal, A. Aldo
The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in in ...
in Nature Medicine vol. 24 (2018) issue 11. - pp. 1716-1720
doi:10.1038/s41591-018-0213-5 ...
Lin, Chin-Hsuan; Faisal, A. Aldo
Decomposing sensorimotor variability changes in ageing and their connection to falls in ol ...
in Scientific Reports vol. 8 (2018) issue 1
doi:10.1038/s41598-018-32648-z ...
Parbhoo, Sonali; Gottesman, Omer; Ross, Andrew Slavin; Komorowski, Matthieu; Faisal, A. Aldo; Bon, Isabella; Roth, Volker; Doshi-Velez, Finale
Improving counterfactual reasoning with kernelised dynamic mixing models
in PLoS One vol. 13 (2018) issue 11
doi:10.1371/journal.pone.0205839 ...
Iyer, Rajeshwari; Ungless, Mark A.; Faisal, A. Aldo
Calcium-activated SK channels control firing regularity by modulating sodium channel avail ...
in Scientific Reports vol. 7 (2017) issue 1
doi:10.1038/s41598-017-05578-5 ...
Pitchforth, J.; Iodice, M.; Main, M.; Dziemian, S.; Faisal, A. Aldo; Bergsma, A.; Muntoni, F.
A clinical update on the eNHANCE project : Eye tracking control for reaching and grasping ...
in Neuromuscular Disorders vol. 27 (2017) issue Suppl. 2. - pp. S236
doi:10.1016/j.nmd.2017.06.507 ...
Faisal, A. Aldo
Computer science : Visionary of virtual reality
in Nature vol. 551 (2017) issue 7680. - pp. 298-299
doi:10.1038/551298a ...
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
Detecting knee osteoarthritis and its discriminating parameters using random forests
in Medical Engineering & Physics vol. 43 (2017) . - pp. 19-29
doi:10.1016/j.medengphy.2017.02.004 ...
Xiloyannis, Michele; Gavriel, Constantinos; Thomik, Andreas A. C.; Faisal, A. Aldo
Gaussian Process Autoregression for Simultaneous Proportional Multi-Modal Prosthetic Contr ...
in IEEE Transactions on Neural Systems and Rehabilitation Engineering vol. 25 (2017) issue 10. - pp. 1785-1801
doi:10.1109/TNSRE.2017.2699598 ...
Makin, Tamar R.; de Vignemont, Frederique; Faisal, A. Aldo
Neurocognitive barriers to the embodiment of technology
in Nature Biomedical Engineering vol. 1 (2017) issue 1
doi:10.1038/s41551-016-0014 ...
Bergsma, Arjen; Lobo-Prat, Joan; Vroom, Elizabeth; Furlong, Pat; Herder, Just L.; Bergsma, Arjen; Corrigan, Madeline; de Groot, Imelda; Faisal, A. Aldo; Furlong, Pat; Goemans, Nathalie; Han, Jay; Herder, Just; Iodice, Mario; Kennedy, Annie; Koopman, Bart; Lobo Prat, Joan; Main, Marion; Mathie, Blake; Muntoni, Francesco; Castro, Miguel Nobre; Paalman, Micha; Porter, John; Rahman, Tariq; Schneider, Joel; Stienen, Arno; Verstegen, Paul; Vroom, Elizabeth; Walsh, Conor
1st Workshop on Upper-Extremity Assistive Technology for People with Duchenne : State of t ...
in Neuromuscular Disorders vol. 26 (2016) issue 6. - pp. 386-393
doi:10.1016/j.nmd.2016.04.005 ...
Faisal, A. Aldo
Action Grammars : Extraction, recognition and prediction of movement primitives in tool-ma ...
in American Journal of Physical Anthropology vol. 159 (2016) issue S62. - pp. 141
doi:10.1002/ajpa.22955 ...
Lorenz, Romy; Monti, Ricardo Pio; Violante, Inês R.; Anagnostopoulos, Christoforos; Faisal, A. Aldo; Montana, Giovanni; Leech, Robert
The Automatic Neuroscientist : A framework for optimizing experimental design with closed- ...
in NeuroImage vol. 129 (2016) . - pp. 320-334
doi:10.1016/j.neuroimage.2016.01.032 ...
Corrales-Carvajal, Verónica María; Faisal, A. Aldo; Ribeiro, Carlos
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-of ...
in eLife vol. 5 (2016)
doi:10.7554/eLife.19920 ...
Hecht, E. E.; Gutman, D. A.; Khreisheh, N.; Taylor, S. V.; Kilner, J.; Faisal, A. Aldo; Bradley, B. A.; Chaminade, T.; Stout, D.
Acquisition of Paleolithic toolmaking abilities involves structural remodeling to inferior ...
in Brain Structure and Function vol. 220 (2015) issue 4. - pp. 2315-2331
doi:10.1007/s00429-014-0789-6 ...
Belić, Jovana J.; Faisal, A. Aldo
Decoding of human hand actions to handle missing limbs in neuroprosthetics
in Frontiers in Computational Neuroscience vol. 9 (2015)
doi:10.3389/fncom.2015.00027 ...
Abbott, William W.; Thomik, Andreas A. C.; Faisal, A. Aldo
Embodied salience for gaze analysis in ecologically valid environments
in Journal of Vision vol. 15 (2015) issue 12
doi:10.1167/15.12.366 ...
15th Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida
Behbahani, Feryal M. P.; Faisal, A. Aldo
The emergence of decision boundaries is predicted by second order statistics of stimuli in ...
in Journal of Vision vol. 15 (2015) issue 12
doi:10.1167/15.12.1173 ...
15th Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida
Whitby, Ariadne; Parrinello, Simona; Faisal, A. Aldo
Entropy measures of collective cell migration
in Bulletin of the American Physical Society vol. 60 (2015) issue 1
APS March Meeting 2015, San Antonio, Texas
Ticchi, Alessandro; Faisal, A. Aldo
Non-linear dynamics in recurrently connected neural circuits implement Bayesian inference ...
in Bulletin of the American Physical Society vol. 60 (2015) issue 1
APS March Meeting 2015, San Antonio, Texas
Abbott, William; Thomik, Andreas; Faisal, A. Aldo
Sensory-motor system identification of active perception in ecologically valid environment ...
in Bulletin of the American Physical Society vol. 60 (2015) issue 1
APS March Meeting 2015, San Antonio, Texas
Thomik, Andreas; Faisal, A. Aldo
Sparse Coding of Natural Human Motion Yields Eigenmotions Consistent Across People
in Bulletin of the American Physical Society vol. 60 (2015) issue 1
APS March Meeting 2015, San Antonio, Texas
Garnelo, Marta; Ricoult, Sébastien G.; Juncker, David; Kennedy, Timothy E.; Faisal, A. Aldo
Variability and Reliability in Axon Growth Cone Navigation Decision Making
in Bulletin of the American Physical Society vol. 60 (2015) issue 1
APS March Meeting 2015, San Antonio, Texas
Neishabouri, Ali; Faisal, A. Aldo
Axonal Noise as a Source of Synaptic Variability
in PLoS Computational Biology vol. 10 (2014) issue 5
doi:10.1371/journal.pcbi.1003615 ...
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
The Complexity of Human Walking : A Knee Osteoarthritis Study
in PLoS One vol. 9 (2014) issue 9
doi:10.1371/journal.pone.0107325 ...
Neishabouri, Ali; Faisal, A. Aldo
Saltatory conduction in unmyelinated axons : clustering of Na+ channels on lipid rafts ena ...
in Frontiers in Neuroanatomy vol. 8 (2014)
doi:10.3389/fnana.2014.00109 ...
Faisal, A. Aldo; Peltonen, Jaakko; Georgii, Elisabeth; Rung, Johan; Kaski, Samuel
Toward Computational Cumulative Biology by Combining Models of Biological Datasets
in PLoS One vol. 9 (2014) issue 11
doi:10.1371/journal.pone.0113053 ...
Sengupta, Biswa; Faisal, A. Aldo; Laughlin, Simon B.; Niven, Jeremy E.
The Effect of Cell Size and Channel Density on Neuronal Information Encoding and Energy Ef ...
in Journal of Cerebral Blood Flow & Metabolism vol. 33 (2013) issue 9. - pp. 1465-1473
doi:10.1038/jcbfm.2013.103 ...
Tavares, Gabriela; Faisal, A. Aldo
Scaling-Laws of Human Broadcast Communication Enable Distinction between Human, Corporate ...
in PLoS One vol. 8 (2013) issue 7
doi:10.1371/journal.pone.0065774 ...
Bothe, Melanie K.; Dickens, Luke; Reichel, Katrin; Tellmann, Arn; Ellger, Björn; Westphal, Martin; Faisal, A. Aldo
The use of reinforcement learning algorithms to meet the challenges of an artificial pancr ...
in Expert Review of Medical Devices vol. 10 (2013) issue 5. - pp. 661-673
doi:10.1586/17434440.2013.827515 ...
Abbott, William W.; Faisal, A. Aldo
Ultra-low-cost 3D gaze estimation : an intuitive high information throughput compliment to ...
in Journal of Neural Engineering vol. 9 (2012) issue 4
doi:10.1088/1741-2560/9/4/046016 ...
Sylaidi, Anastasia; Faisal, A. Aldo
What is the hierarchical representation of tasks involving objects with complex internal d ...
in Frontiers in Computational Neuroscience vol. 6 (2012)
doi:10.3389/conf.fncom.2012.55.00129 ...
Bernstein Conference 2012, München
Taylor, Scott V.; Faisal, A. Aldo
Does the cost function of human motor control depend on the internal metabolic state?
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P99 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Satti, Riham; Deakin, Gillian; Tanaka, Reiko J.; Faisal, A. Aldo
Genes for adaptation and learning spanning evolution : computational comparison between sy ...
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P97 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Phillips, Holly N.; Howai, Nikhil A.; Stan, Guy-Bart V.; Faisal, A. Aldo
The implied exploration-exploitation trade-off in human motor learning
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P98 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Neishabouri, Ali M.; Faisal, A. Aldo
The metabolic efficiency of myelinated vs unmyelinated axons
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P100 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Gyring, Peter; Faisal, A. Aldo
Sensory limits in the rodent whisker system predict an internal forward model for sensorim ...
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P101 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Faisal, A. Aldo; Luria, Victor A.
Serial decision-making and noise in the assembly of neural circuits
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-O11 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Belić, Jovana J.; Faisal, A. Aldo
The structured variability of finger coordination in daily tasks
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P102 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Abbott, William W.; Faisal, A. Aldo
Ultra-low cost eyetracking as an high-information throughput alternative to BMIs
in BMC Neuroscience vol. 12 (2011) issue S1
doi:10.1186/1471-2202-12-S1-P103 ...
20th Annual Computational Neuroscience Meeting (CNS 2011), Stockholm, Sweden
Faisal, A. Aldo; Stout, Dietrich; Apel, Jan; Bradley, Bruce
The manipulative complexity of Lower Paleolithic stone toolmaking
in PLoS One vol. 5 (2010) issue 11. - pp. e13718
doi:10.1371/journal.pone.0013718 ...
Faisal, A. Aldo; Wolpert, Daniel M.
Near Optimal Combination of Sensory and Motor Uncertainty in Time During a Naturalistic Pe ...
in Journal of Neurophysiology vol. 101 (2009) issue 4. - pp. 1901-1912
doi:10.1152/jn.90974.2008 ...
Faisal, A. Aldo; Selen, Luc P. J.; Wolpert, Daniel M.
Noise in the nervous system
in Nature Reviews Neuroscience vol. 9 (2008) issue 4. - pp. 292-303
doi:10.1038/nrn2258 ...
Faisal, A. Aldo; Laughlin, Simon B.
Stochastic simulations on the reliability of action potential propagation in thin axons
in PLoS Computational Biology vol. 3 (2007) issue 5
doi:10.1371/journal.pcbi.0030079 ...
Faisal, A. Aldo; White, John A.; Laughlin, Simon B.
Ion-Channel Noise Places Limits on the Miniaturization of the Brain’s Wiring
in Current Biology vol. 15 (2005) issue 12. - pp. 1143-1149
doi:10.1016/j.cub.2005.05.056 ...
Faisal, A. Aldo; Laughlin, Simon B.
Channel noise limits the minimum diameter of axons
in The Journal of Physiology vol. 543 (2002) issue Suppl.. - pp. 21
Faisal, A. Aldo; Matheson, Tom
Coordinated righting behaviour in locusts
in Journal of Experimental Biology vol. 204 (2001) issue 4. - pp. 637-648
doi:10.1242/jeb.204.4.637 ...
Article in a journal (not peer-reviewed)
Thomik, Andreas; Faisal, A. Aldo
Deriving motion primitives from naturalistic hand movements for neuroprosthetic control
in Frontiers in Computational Neuroscience vol. 6 (2012)
doi:10.3389/conf.fncom.2012.55.00256 ...
Bernstein Conference 2012, München
Taylor, Scott V.; Faisal, A. Aldo
How internal metabolic state changes motor coordination computations in reaching movements
in Frontiers in Computational Neuroscience vol. 6 (2012)
doi:10.3389/conf.fncom.2012.55.00115 ...
Bernstein Conference 2012, München
Behbahani, Feryal M. P.; Faisal, A. Aldo
Human category learning is consistent with Bayesian generative but not discriminative clas ...
in Frontiers in Computational Neuroscience vol. 6 (2012)
doi:10.3389/conf.fncom.2012.55.00095 ...
Bernstein Conference 2012, München
Neishabouri, Ali; Finn, Amber; Pristera, Alessandro; Okuse, Kenji; Faisal, A. Aldo
Stochastic simulations reveal how clustering sodium ion channels in thin axons more than d ...
in Frontiers in Computational Neuroscience vol. 6 (2012)
doi:10.3389/conf.fncom.2012.55.00133 ...
Bernstein Conference 2012, München
Abbott, William W.; Faisal, A. Aldo
Using ultra-low cost 3D gaze tracking as an intuitive, non-invasive, high information thro ...
in Frontiers in Computational Neuroscience vol. 6 (2012)
doi:10.3389/conf.fncom.2012.55.00131 ...
Bernstein Conference 2012, München
Article in a book (peer-reviewed)
Wei, Xiaoxi; Faisal, A. Aldo
Federated deep transfer learning for EEG decoding using multiple BCI tasks
11th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - s.l.: IEEE, 2023
doi:10.1109/NER52421.2023.10123713 ...
Wannawas, Nat; Faisal, A. Aldo
Towards AI-Controlled FES-Restoration of Arm Movements : Controlling for Progressive Muscu ...
11th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - s.l.: IEEE, 2023
doi:10.1109/ner52421.2023.10123874 ...
Wannawas, Nat; Faisal, A. Aldo
Towards AI-controlled FES-restoration of arm movements : neuromechanics-based reinforcemen ...
11th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - s.l.: IEEE, 2023
doi:10.1109/ner52421.2023.10123831 ...
Wei, Xiaoxi; Faisal, A. Aldo; Grosse-Wentrup, Moritz; Gramfort, Alexandre; Chevalliere, Sylvain; Jayaram, Vinay; Jeunet, Camille; Bakas, Stylianos; Ludwig, Siegfried; Barmpas, Konstantinos; Bahri, Mehdi; Panagakis, Yannis; Laskaris, Nikolaos; Adamos, Dimitrios A.; Zafeiriou, Stefanos; Duong, William C.; Gordon, Stephen M.; Lawhern, Vernon J.; Sliwowski, Maciej; Rouanne, Vincent; Tempczyk, Piotr
2021 BEETL competition : advancing transfer learning for subject independence and heteroge ...
In: Kiela, Douwe ; Ciccone, Marco ; Caputo, Barbara (ed.): NeurIPS 2021 Competition and Demonstration Track : Revised Selected Papers - s.l., 2022. - pp. 205-219 . - (Proceedings of Machine Learning Research; 176)
Harston, J. Alex; Faisal, A. Aldo
Methods and Models of Eye-Tracking in Natural Environments
In: Stuart, Samuel (ed.): Eye Tracking : Background, Methods, and Applications - New York: Humana Press, 2022. - pp. 49-68 . - (Neuromethods; 183)
doi:10.1007/978-1-0716-2391-6_4 ...
Subramanian, Mahendran; Faisal, A. Aldo
Natural Gaze Informatics : Toward Intelligence Assisted Wheelchair Mobility
In: Stuart, Samuel (ed.): Eye Tracking : Background, Methods, and Applications - New York: Humana Press, 2022. - pp. 97-112 . - (Neuromethods; 183)
doi:10.1007/978-1-0716-2391-6_6 ...
Ortega, Pablo; Zhao, Tong; Faisal, A. Aldo
Deep Real-Time Decoding of bimanual grip force from EEG & fNIRS
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 714-717
doi:10.1109/NER49283.2021.9441409 ...
Subramanian, Mahendran; Park, Suhyung; Orlov, Pavel; Shafti, Ali; Faisal, A. Aldo
Gaze-contingent decoding of human navigation intention on an autonomous wheelchair platfor ...
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 335-338
doi:10.1109/NER49283.2021.9441218 ...
Ortega, Pablo; Faisal, A. Aldo
HemCNN : Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 718-721
doi:10.1109/NER49283.2021.9441323 ...
Wei, Xiaoxi; Ortega, Pablo; Faisal, A. Aldo
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 21-24
doi:10.1109/NER49283.2021.9441085 ...
Festor, Paul; Habli, Ibrahim; Jia, Yan; Gordon, Anthony; Faisal, A. Aldo; Komorowski, Matthieu
Levels of Autonomy and Safety Assurance for AI-Based Clinical Decision Systems
In: Habli, Ibrahim ; Sujan, Mark ; Gerasimou, Simos ; Schoitsch, Erwin ; Bitsch, Friedemann (ed.): Computer Safety, Reliability, and Security : SAFECOMP 2021 Workshops ; Proceedings - Cham: Springer, 2021. - pp. 291-296 . - (Lecture Notes in Computer Science; 12853)
doi:10.1007/978-3-030-83906-2_24 ...
Li, Denghao; Ortega, Pablo; Wei, Xiaoxi; Faisal, A. Aldo
Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 527-530
doi:10.1109/NER49283.2021.9441077 ...
Wannawas, Nat; Subramanian, Mahendran; Faisal, A. Aldo
Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cyclin ...
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 381-384
doi:10.1109/NER49283.2021.9441354 ...
Shafti, Ali; Faisal, A. Aldo
Non-invasive Cognitive-level Human Interfacing for the Robotic Restoration of Reaching & G ...
10th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2021. - pp. 872-875
doi:10.1109/NER49283.2021.9441453 ...
Pieritz, Svenja; Khwaja, Mohammed; Faisal, A. Aldo; Matic, Aleksandar
Personalised recommendations in mental health Apps : the impact of autonomy and data shari ...
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems - New York: Association for Computing Machinery, 2021
doi:10.1145/3411764.3445523 ...
Khwaja, Mohammed; Pieritz, Svenja; Faisal, A. Aldo; Matic, Aleksandar
Personality and Engagement with Digital Mental Health Interventions
In: Masthoff, Judith ; Herder, Eelco ; Tintarev, Nava ; Tkalčič, Marko (ed.): Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization - New York: Association for Computing Machinery, 2021. - pp. 235-239
doi:10.1145/3450613.3456823 ...
Shafti, Ali; Tjomsland, Jonas; Dudley, William; Faisal, A. Aldo
Real-world human-robot collaborative reinforcement learning
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - Piscataway, NJ: IEEE, 2020. - pp. 11161-11166
doi:10.1109/IROS45743.2020.9341473 ...
Subramanian, Mahendran; Songur, Noyan; Adjei, Darrell; Orlov, Pavel A.; Faisal, A. Aldo
A.Eye Drive : Gaze-based semi-autonomous wheelchair interface
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : Proceedings - Piscataway, NJ: IEEE, 2019. - pp. 5967-5970
doi:10.1109/EMBC.2019.8856608 ...
Khwaja, Mohammed; Ferrer, Miquel; Iglesias, Jesus Omana; Faisal, A. Aldo; Matic, Aleksandar
Aligning daily activities with personality : towards a recommender system for improving we ...
In: Bogers, Toine ; Said, Alan (ed.): Proceedings of the 13th ACM Conference on Recommender Systems - New York: Association for Computing Machinery, 2019. - pp. 368-372
doi:10.1145/3298689.3347020 ...
Beyret, Benjamin; Shafti, Ali; Faisal, A. Aldo
Dot-to-Dot : Explainable Hierarchical Reinforcement Learning for Robotic Manipulation
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) : Proceedings - Piscataway, NJ: IEEE, 2019. - pp. 5014-5019
doi:10.1109/IROS40897.2019.8968488 ...
Shafti, Ali; Orlov, Pavel; Faisal, A. Aldo
Gaze-based, Context-aware Robotic System for Assisted Reaching and Grasping
2019 International Conference on Robotics and Automation (ICRA) - Piscataway, NJ: IEEE, 2019. - pp. 863-869
doi:10.1109/ICRA.2019.8793804 ...
Peng, Xuefeng; Ding, Yi; Wihl, David; Gottesman, Omer; Komorowski, Matthieu; Lehman, Li-wei H.; Ross, Andrew; Faisal, A. Aldo; Doshi-Velez, Finale
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Lea ...
American Medical Informatics Association Annual Symposium (AMIA 2018). Band 2 - Red Hook, NY: Curran Associates, Inc., 2019. - pp. 887-896
Ortega, Pablo; Colas, Cédric; Faisal, A. Aldo
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI
High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob) - Piscataway, NJ: IEEE, 2018. - pp. 136-141
doi:10.1109/BIOROB.2018.8487644 ...
Ponferrada, Eduardo G.; Sylaidi, Anastasia; Faisal, A. Aldo
Data-efficient Motor Imagery Decoding in Real-time for the Cybathlon Brain-Computer Interf ...
NEUROTECHNIX 2018 : Proceedings of the 6th International Congress on Neurotechnology, Electronics and Informatics - Setúbal: SCITEPRESS, 2018. - pp. 21-32
doi:10.5220/0006962400210032 ...
Maymó, Mireia Ruiz; Shafti, Ali; Faisal, A. Aldo
FastOrient : Lightweight Computer Vision for Wrist Control in Assistive Robotic Grasping
High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob) - Piscataway, NJ: IEEE, 2018. - pp. 207-212
doi:10.1109/BIOROB.2018.8487622 ...
Orlov, Pavel; Shafti, Ali; Auepanwiriyakul, Chaiyawan; Songur, Noyan; Faisal, A. Aldo
A gaze-contingent intention decoding engine for human augmentation
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications : ETRA 2018 - New York: Association for Computing Machinery, 2018
doi:10.1145/3204493.3208350 ...
Woods, Billy; Subramanian, Mahendran; Shafti, Ali; Faisal, A. Aldo
Mechanomyography based closed-loop functional electrical stimulation cycling system
High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob) - Piscataway, NJ: IEEE, 2018. - pp. 179-184
doi:10.1109/BIOROB.2018.8487941 ...
Liu, Yao; Gottesman, Omer; Raghu, Aniruddh; Komorowski, Matthieu; Faisal, A. Aldo; Doshi-Velez, Finale; Brunskill, Emma
Representation Balancing MDPs for Off-Policy Policy Evaluation
Proceedings of the 32nd International Conference on Neural Information Processing Systems (NeurIPS 2018) - Red Hook, NY: Curran Associates, Inc., 2018. - pp. 2649-2658 . - (Advances in Neural Information Processing Systems; 31)
Auepanwiriyakul, Chaiyawan; Harston, Alex; Orlov, Pavel; Shafti, Ali; Faisal, A. Aldo
Semantic fovea : real-time annotation of ego-centric videos with gaze context
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications : ETRA 2018 - New York: Association for Computing Machinery, 2018
doi:10.1145/3204493.3208349 ...
Cunningham, James; Hapsari, Anita; Guilleminot, Pierre; Shafti, Ali; Faisal, A. Aldo
The Supernumerary Robotic 3rd Thumb for Skilled Music Tasks
High tech human touch : 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob) - Piscataway, NJ: IEEE, 2018. - pp. 665-670
doi:10.1109/BIOROB.2018.8487609 ...
Pedotti, Antonio; Azevedo, Luis; Faisal, A. Aldo
Foreword
In: Pedotti, Antonio ; Azevedo, Luis ; Faisal, A. Aldo (ed.): NEUROTECHNIX 2017 : Proceedings of the 5th International Congress on Neurotechnology, Electronics and Informatics - Setúbal: SCITEPRESS, 2017. - pp. VII-VIII
Maimon-Mor, Roni O.; Fernandez-Quesada, Jorge; Zito, Giuseppe A.; Konnaris, Charalambos; Dziemian, Sabine; Faisal, A. Aldo
Towards free 3D end-point control for robotic-assisted human reaching using binocular eye ...
2017 International Conference on Rehabilitation Robotics (ICORR) - Piscataway, NJ: IEEE, 2017. - pp. 1049-1054
doi:10.1109/ICORR.2017.8009388 ...
Noronha, Bernardo; Dziemian, Sabine; Zito, Giuseppe A.; Konnaris, Charalambos; Faisal, A. Aldo
“Wink to grasp” - comparing eye, voice & EMG gesture control of grasp with soft-robotic gl ...
2017 International Conference on Rehabilitation Robotics (ICORR) - Piscataway, NJ: IEEE, 2017. - pp. 1043-1048
doi:10.1109/ICORR.2017.8009387 ...
Tostado, Pablo M.; Abbott, William W.; Faisal, A. Aldo
3D gaze cursor : Continuous calibration and end-point grasp control of robotic actuators
2016 IEEE International Conference on Robotics and Automation (ICRA) - Piscataway, NJ: IEEE, 2016. - pp. 3295-3300
doi:10.1109/ICRA.2016.7487502 ...
Konnaris, Charalambos; Gavriel, Constantinos; Thomik, Andreas A. C.; Faisal, A. Aldo
EthoHand : A dexterous robotic hand with ball-joint thumb enables complex in-hand object m ...
6th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) - Piscataway, NJ: IEEE, 2016. - pp. 1154-1159
doi:10.1109/BIOROB.2016.7523787 ...
Rodríguez, M.; Sylaidi, Anastasia; Faisal, A. Aldo
An fMRI-Compatible System for 3DOF Motion Tracking of Objects in Haptic Motor Control Stud ...
In: Londral, Ana Rita ; Encarnação, Pedro (ed.): Advances in Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2014 - Cham: Springer, 2016. - pp. 115-123 . - (Biosystems & Biorobotics; 12)
doi:10.1007/978-3-319-26242-0_8 ...
Faisal, A. Aldo; Neishabouri, Ali
Fundamental Constraints on the Evolution of Neurons
In: Shepherd, Stephen V. (ed.): The Wiley Handbook of Evolutionary Neuroscience - Chichester: Wiley Blackwell, 2016. - pp. 153-172
doi:10.1002/9781118316757.ch7 ...
Dziemian, Sabine; Abbott, William W.; Faisal, A. Aldo
Gaze-based teleprosthetic enables intuitive continuous control of complex robot arm use : ...
6th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) - Piscataway, NJ: IEEE, 2016. - pp. 1277-1282
doi:10.1109/BIOROB.2016.7523807 ...
Faisal, A. Aldo; Krebs, Hermano Igo; Pedotti, Antonio
Hands on neurotechnology
In: Krebs, Hermano Igo ; Pedotti, Antonio ; Faisal, A. Aldo (ed.): NEUROTECHNIX 2016 : Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics - Setúbal: SCITEPRESS, 2016
Behbahani, Feryal M. P.; Singla–Buxarrais, Guillem; Faisal, A. Aldo
Haptic SLAM : An Ideal Observer Model for Bayesian Inference of Object Shape and Hand Pose ...
In: Bello, Fernando ; Kajimoto, Hiroyuki ; Visell, Yon (ed.): Haptics : Perception, Devices, Control, and Applications ; Proceedings. Part 1 - Cham: Springer, 2016. - pp. 146-157 . - (Lecture Notes in Computer Science; 9774)
doi:10.1007/978-3-319-42321-0_14 ...
Konnaris, Charalambos; Thomik, Andreas A. C.; Faisal, A. Aldo
Sparse Eigenmotions derived from daily life kinematics implemented on a dextrous robotic h ...
6th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) - Piscataway, NJ: IEEE, 2016. - pp. 1358-1363
doi:10.1109/BIOROB.2016.7523821 ...
Lourenço, P. Rente; Abbott, W. W.; Faisal, A. Aldo
Supervised EEG Ocular Artefact Correction Through Eye-Tracking
In: Londral, Ana Rita ; Encarnação, Pedro (ed.): Advances in Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2014 - Cham: Springer, 2016. - pp. 99-113 . - (Biosystems & Biorobotics; 12)
doi:10.1007/978-3-319-26242-0_7 ...
Lorenz, Romy; Monti, Ricardo P.; Hampshire, Adam; Koush, Yury; Anagnostopoulos, Christoforos; Faisal, A. Aldo; Sharp, David; Montana, Giovanni; Leech, Robert; Violante, Ines R.
Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimiz ...
6th International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Piscataway, NJ: IEEE, 2016
doi:10.1109/PRNI.2016.7552338 ...
Ferrante, Andrea; Gavriel, Constantinos; Faisal, A. Aldo
Data-efficient hand motor imagery decoding in EEG-BCI by using Morlet wavelets & Common S ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2 - Piscataway, NJ: IEEE, 2015. - pp. 948-951
doi:10.1109/NER.2015.7146782 ...
Xiloyannis, Michele; Gavriel, Constantinos; Thomik, Andreas A. C.; Faisal, A. Aldo
Dynamic forward prediction for prosthetic hand control by integration of EMG, MMG and kine ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2 - Piscataway, NJ: IEEE, 2015. - pp. 611-614
doi:10.1109/NER.2015.7146697 ...
Sylaidi, Anastasia; Lourenco, Pedro; Nageshwaran, Sathiji; Lin, Chin-Hsuan; Rodriguez, Marisol; Festenstein, Richard; Faisal, A. Aldo
f2MOVE : fMRI-compatible haptic object manipulation system for closed-loop motor control s ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2 - Piscataway, NJ: IEEE, 2015. - pp. 1104-1107
doi:10.1109/NER.2015.7146821 ...
Xiloyannis, Michele; Gavriel, Constantinos; Thomik, Andreas A. C.; Faisal, A. Aldo
Gaussian Process Regression for accurate prediction of prosthetic limb movements from the ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2 - Piscataway, NJ: IEEE, 2015. - pp. 659-662
doi:10.1109/NER.2015.7146709 ...
Behbahani, Feryal M. P.; Taunton, Ruth; Thomik, Andreas A. C.; Faisal, A. Aldo
Haptic SLAM for context-aware robotic hand prosthetics : simultaneous inference of hand po ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2 - Piscataway, NJ: IEEE, 2015. - pp. 719-722
doi:10.1109/NER.2015.7146724 ...
Gavriel, Constantinos; Thomik, Andreas A. C.; Lourenço, Pedro Rente; Nageshwaran, Sathiji; Athanasopoulos, Stavros; Sylaidi, Anastasia; Festenstein, Richard; Faisal, A. Aldo
Kinematic body sensor networks and behaviourmetrics for objective efficacy measurements in ...
2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - Piscataway, NJ: IEEE, 2015. - pp. 1-6
doi:10.1109/BSN.2015.7299426 ...
Lin, Chin-Hsuan; Faisal, A. Aldo
Robotic psychophysics system for assessment, diagnosis and rehabilitation of the neurologi ...
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Piscataway, NJ: IEEE, 2015. - pp. 3731-3734
doi:10.1109/EMBC.2015.7319204 ...
Gavriel, Constantinos; Parker, Kim H.; Faisal, A. Aldo
Smartphone as an ultra-low cost medical tricorder for real-time cardiological measurements ...
2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - Piscataway, NJ: IEEE, 2015. - pp. 1-6
doi:10.1109/BSN.2015.7299425 ...
Ferrante, Andrea; Gavriel, Constantinos; Faisal, A. Aldo
Towards a brain-derived neurofeedback framework for unsupervised personalisation of Brain- ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 1 - Piscataway, NJ: IEEE, 2015. - pp. 162-165
doi:10.1109/NER.2015.7146585 ...
Wu, Yufei; Faisal, A. Aldo
Towards an integrative spiking neuron model of motor control : from cortex & basal ganglia ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 1 - Piscataway, NJ: IEEE, 2015. - pp. 378-381
doi:10.1109/NER.2015.7146638 ...
Gavriel, Constantinos; Thomik, Andreas A. C.; Lourenço, Pedro Rente; Nageshwaran, Sathiji; Athanasopoulos, Stavros; Sylaidi, Anastasia; Festenstein, Richard; Faisal, A. Aldo
Towards neurobehavioral biomarkers for longitudinal monitoring of neurodegeneration with w ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 1 - Piscataway, NJ: IEEE, 2015. - pp. 348-351
doi:10.1109/NER.2015.7146631 ...
Thomik, Andreas A. C.; Fenske, Sonja; Faisal, A. Aldo
Towards sparse coding of natural movements for neuroprosthetics and brain-machine interfac ...
7th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings. Band 2 - Piscataway, NJ: IEEE, 2015. - pp. 938-941
doi:10.1109/NER.2015.7146780 ...
Gavriel, Constantinos; Faisal, A. Aldo
A Comparison of Day-Long Recording Stability and Muscle Force Prediction between BSN-Based ...
2014 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - Piscataway, NJ: IEEE, 2014. - pp. 69-74
doi:10.1109/BSN.2014.23 ...
Faisal, A. Aldo; Sylaidi, Anastasia; Rodríguez, M.
Developing a Novel fMRI-Compatible Motion Tracking System for Haptic Motor Control Experim ...
In: Londral, Ana Rita ; Encarnação, Pedro (ed.): Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2014 - s.l.: SCITEPRESS, 2014. - pp. 25-30
doi:10.5220/0005094700250030 ...
Lourenço, P. Rente; Abbott, W. W.; Faisal, A. Aldo
EEG and Eye-Tracking Integration for Ocular Artefact Correction
In: Londral, Ana Rita ; Encarnação, Pedro (ed.): Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics : NEUROTECHNIX 2014 - s.l.: SCITEPRESS, 2014. - pp. 79-86
doi:10.5220/0005094600790086 ...
Fara, Salvatore; Gavriel, Constantinos; Vikram, Chandra Sen; Faisal, A. Aldo
Prediction of Arm End-Point Force Using Multi-channel MMG
2014 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - Piscataway, NJ: IEEE, 2014. - pp. 27-32
doi:10.1109/BSN.2014.24 ...
Haber, David; Thomik, Andreas A. C.; Faisal, A. Aldo
Unsupervised Time Series Segmentation for High-Dimensional Body Sensor Network Data Stream ...
2014 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - Piscataway, NJ: IEEE, 2014. - pp. 121-126
doi:10.1109/BSN.2014.34 ...
Vicente, Alexandre P.; Faisal, A. Aldo
Calibration of kinematic body sensor networks : Kinect-based gauging of data gloves "in th ...
2013 IEEE International Conference on Body Sensor Networks (BSN) - Piscataway, NJ: IEEE, 2013. - pp. 1-6
doi:10.1109/BSN.2013.6575526 ...
Abbott, William W.; Thomik, Andreas A. C.; Faisal, A. Aldo
Embodied attention for gaze analysis in daily life activities
In: Pfeiffer, Thies ; Essig, Kai (ed.): Proceedings of the First International Workshop on Solutions for Automatic Gaze-Data Analysis 2013 (SAGA 2013) - Bielefeld, 2013. - pp. 45-46
doi:10.2390/biecoll-saga2013_12 ...
Sim, Nigel; Gavriel, Constantinos; Abbott, William W.; Faisal, A. Aldo
The head mouse : Head gaze estimation "In-the-Wild" with low-cost inertial sensors for BMI ...
6th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2013. - pp. 735-738
doi:10.1109/NER.2013.6696039 ...
Abbott, William W.; Faisal, A. Aldo
Large-field study of gaze based ultra low-cost, non-invasive task level BMI
In: Pfeiffer, Thies ; Essig, Kai (ed.): Proceedings of the First International Workshop on Solutions for Automatic Gaze-Data Analysis 2013 (SAGA 2013) - Bielefeld, 2013. - pp. 47-48
doi:10.2390/biecoll-saga2013_13 ...
Abbott, William W.; Zucconi, Alan; Faisal, A. Aldo
Large-field study of ultra low-cost, non-invasive task level BMI
6th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2013. - pp. 97-100
doi:10.1109/NER.2013.6695880 ...
Thomik, Andreas A. C.; Haber, David; Faisal, A. Aldo
Real-time movement prediction for improved control of neuroprosthetic devices
6th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2013. - pp. 625-628
doi:10.1109/NER.2013.6696012 ...
Fara, Salvatore; Vikram, Chandra Sen; Gavriel, Constantinos; Faisal, A. Aldo
Robust, ultra low-cost MMG system with brain-machine-interface applications
6th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2013. - pp. 723-726
doi:10.1109/NER.2013.6696036 ...
Lowery, Cristobal; Faisal, A. Aldo
Towards efficient, personalized anesthesia using continuous reinforcement learning for pro ...
6th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2013. - pp. 1414-1417
doi:10.1109/NER.2013.6696208 ...
Abbott, William W.; Faisal, A. Aldo
Ultra low-cost 3D gaze estimation : an intuitive high information throughput complement to ...
In: Pfeiffer, Thies ; Essig, Kai (ed.): Proceedings of the First International Workshop on Solutions for Automatic Gaze-Data Analysis 2013 (SAGA 2013) - Bielefeld, 2013. - pp. 49-50
doi:10.2390/biecoll-saga2013_14 ...
Gavriel, Constantinos; Faisal, A. Aldo
Wireless kinematic body sensor network for low-cost neurotechnology applications "in-the-w ...
6th International IEEE/EMBS Conference on Neural Engineering (NER) : Proceedings - Piscataway, NJ: IEEE, 2013. - pp. 1279-1282
doi:10.1109/NER.2013.6696174 ...
Faisal, A. Aldo
Noise in Neurons and Other Constraints
In: Le Novère, Nicolas (ed.): Computational Systems Neurobiology - Dordrecht: Springer, 2012. - pp. 227-257
doi:10.1007/978-94-007-3858-4_8 ...
Abramova, Ekaterina; Kuhn, Daniel; Faisal, A. Aldo
Combining Markov Decision Processes with Linear Optimal Controllers
In: Jones, Andrew V. (ed.): Imperial College Computing Student Workshop : Proceedings of ICCSW ‘11 - London, 2011. - pp. 3-9
Faisal, A. Aldo
Stochastic Simulation of Neurons, Axons, and Action Potentials
In: Laing, Carlo ; Lord, Gabriel J. (ed.): Stochastic Methods in Neuroscience - Oxford: Oxford University Press, 2010. - pp. 297-343
doi:10.1093/acprof:oso/9780199235070.003.0011 ...
Faisal, A. Aldo
Studying channelopathies at the functional level using a system identification approach
In: Siebes, Arno ; Berthold, Michael ; Glen, Robert ; Feelders, Ad (ed.): CompLife 2007 - Melville, NY: American Inst. of Physics, 2007. - pp. 113-126 . - (AIP Conference Proceedings; 940)
doi:10.1063/1.2793394 ...
Faisal, A. Aldo; Niven, Jeremy E.
A Simple Method to Simultaneously Track the Numbers of Expressed Channel Proteins in a Neu ...
In: Berthold, Michael ; Glen, Robert ; Fischer, Ingrid (ed.): Computational Life Sciences II : CompLife 2006 ; Proceedings - Berlin ; Heidelberg: Springer, 2006. - pp. 257-267 . - (Lecture Notes in Computer Science; 4216)
doi:10.1007/11875741_25 ...
Faisal, A. Aldo; Laughlin, Simon B.; White, J. A.
How reliable is the connectivity in cortical neural networks?
Proceedings of the 2002 International Joint Conference on Neural Networks (IJCNN'02). Volume 2 - Piscataway, NJ: IEEE, 2002. - pp. 1661-1666
doi:10.1109/IJCNN.2002.1007767 ...
Faisal, A. Aldo; Matheson, Thomas
Locust show characteristic righting behaviour
In: Elsner, Norbert ; Eysel, Ulf (ed.): Göttingen Neurobiology Report 1999. Volume 2 - Stuttgart ; New York: Thieme, 1999. - pp. 238
Article in a book (not peer-reviewed)
Guo, Yike; Friston, Karl; Faisal, A. Aldo; Hill, Sean; Peng, Hanchuan
Preface
In: Guo, Yike ; Friston, Karl ; Faisal, A. Aldo ; Hill, Sean ; Peng, Hanchuan (ed.): Brain Informatics and Health : 8th International Conference, BIH 2015, London, UK ; Proceedings - Cham: Springer, 2015. - pp. V-VI . - (Lecture Notes in Computer Science; 9250)
Conference item (peer-reviewed)
Dudley, W. L.; Shafti, Ali; Faisal, A. Aldo
Real-world to virtual : flexible and scalable investigations of human-agent collaboration
2021
ACM CHI Workshop on Reinforcement Learning for Humans, Computing, and Interaction, online
Festor, Paul; Luise, Giulia; Komorowski, Matthieu; Faisal, A. Aldo
Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty d ...
2021
doi:10.48550/arXiv.2109.07827 ...
1st Workshop on Interpretable Machine Learning in Healthcare (IMLH) at International Conference on Machine Learning (ICML), Virtual
Tjomsland, Jonas; Shafti, Ali; Faisal, A. Aldo
Human-robot collaboration via deep reinforcement learning of real-world interactions
2019
doi:10.48550/arXiv.1912.01715 ...
NeurIPS 2019 Workshop on Robot Learning: Control and Interaction in the Real World, Vancouver, Canada
Dickens, Luke; Caldas, Bernardo; Schoenhense, Benedikt; Stan, Guy-Bart; Faisal, A. Aldo
The Moveable Feast of Predictive Reward Discounting in Humans
2015
The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Edmonton, Alberta, Canada
Thomik, Andreas; Faisal, A. Aldo
Sparse Encoding of Complex Action Sequences
2015
Computational and Systems Neuroscience, Cosyne 2015, Salt Lake City, USA
Lorenz, Romy; Monti, Ricardo Pio; Cole, J.; Anagnostopoulos, Christoforos; Faisal, A. Aldo; Montana, Giovanni; Leech, Robert
Towards steering the chronnectome : on the potential of dynamic functional connectivity-ba ...
2015
Real-time Functional Imaging and Neurofeedback Conference, Gainesville, Florida
Behbahani, Feryal M. P.; Faisal, A. Aldo
Human Visual categorization is only consistent with Bayesian generative representations
2014
Neuroscience 2014, Society for Neuroscience Annual Meeting, Washington, DC
Lorenz, Romy; Faisal, A. Aldo; Dinov, M.; Violante, Ines R.; Leech, Robert
Neurofeedback training of large-scale brain networks
2014
Neuroscience 2014, Society for Neuroscience Annual Meeting, Washington, DC
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
Analysis of knee osteoarthritis ground reaction vertical force during stair ascent : A neu ...
2014
7th World Congress of Biomechanics, Boston, MA
Ticchi, Alessandro; Faisal, A. Aldo
Bayes optimal spike adaptation predicts biophysical characteristics of neurons
2014
https://www.researchgate.net/profile/Alessandro-Ti ...
Computational and Systems Neuroscience, Cosyne 2014, Salt Lake City, USA
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
Towards predicting the effectiveness of knee surgery for knee osteoarthritis patients
2014
Young Researchers’ Futures Meeting : Engineering for Orthopaedic Applications, Leeds, UK
Behbahani, Feryal M. P.; Faisal, A. Aldo
Visual categorization reflects second order generative statistics
2014
Computational and Systems Neuroscience, Cosyne 2014, Salt Lake City, USA
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
Analysis of knee osteoarthritis data via bioinformatics tools
2013
1st International Environmental 'Omics Synthesis Conference, Cardiff, UK
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
Detecting knee osteoarthritis with statistical and machine learning approaches
2013
Medical Engineering Centres (MEC) annual meeting, Ascot, UK
Abbott, William W.; Faisal, A. Aldo
Large field study of ultra-low cost BMI using intention decoding from eye movements for clo ...
2013
Neuroscience 2013, Society for Neuroscience Annual Meeting, San Diego, CA
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
A PPCA-Bayesian approach for knee osteoarthritis classification using ground reaction react ...
2013
19th Congress of the European Society of Biomechanics, Patras, Greece
Kotti, Margarita; Duffell, Lynsey D.; Faisal, A. Aldo; McGregor, Alison H.
Towards automatically assessing osteoarthritis severity by regression trees & SVMs
2013
XXIV Congress of the International Society of Biomechanics, Natal, Brazil
Abbott, William W.; Faisal, A. Aldo
Ultra-low cost 3D gaze tracking : the non-invasive approach to neuroprosthetics
2013
17th European Conference on Eye Movements, 11.-16.08.2013
Behbahani, Feryal M. P.; Faisal, A. Aldo
Visual categorisation is Bayesian and not Discriminative in humans
2013
Neuroscience 2013, Society for Neuroscience Annual Meeting, San Diego, CA
Behbahani, Feryal M. P.; Faisal, A. Aldo
Visual Object Classification is Consistent with Bayesian Generative Representations
2012
Computational and Systems Neuroscience, Cosyne 2012, Salt Lake City, USA
Faisal, A. Aldo; Niven, Jeremy E.; Rogers, M.
Analysis of decision making in an insect’s gapcrossing behavior using Markov models
2008
5th Computational and Systems Neuroscience Meeting (Cosyne 2008), Salt Lake City, USA
Faisal, A. Aldo; Wolpert, Daniel M.
How to combine old and new sensory information?
2008
5th Computational and Systems Neuroscience Meeting (Cosyne 2008), Salt Lake City, USA
Faisal, A. Aldo; Laughlin, Simon B.
Scaling relationships for neuronal circuit wiring set by noise and metabolic cost
2008
5th Computational and Systems Neuroscience Meeting (Cosyne 2008), Salt Lake City, USA
Faisal, A. Aldo; Laughlin, Simon B.
Channel noise in thin axons limits spike time reliability
2005
Neuroscience 2005, Society for Neuroscience Annual Meeting, Washington, DC, online
Faisal, A. Aldo; Laughlin, Simon B.; White, J. A.
Effects of ion channel stochasticity on action potential propagation in axon collaterals
2002
4th Forum of European Neuroscience (FENS), Paris
Conference item (not peer-reviewed)
Ticchi, Alessandro; Faisal, A. Aldo
A Neural Circuit Model of Bayesian Inference via MCMC exploiting Neuronal Noise
2013
Society for Neuroscience Annual Meeting, San Diego, California, USA
Review
Faisal, A. Aldo
Mind meets machine
Science
2015
doi:10.1126/science.aad0787 ...
reviewed: Gay, Malcolm: The Brain Electric : The Dramatic High-Tech Race to Merge Minds and Machines. New York, 2015
Preprint, postprint, working paper, discussion paper
Nagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony; Faisal, A. Aldo
Quantifying the impact of AI recommendations with explanations on prescription decision ma ...
Quantifying the impact of AI recommendations with explanations on prescription decision making: an interactive vignette study
London, 2023. - 23 pp.
doi:10.21203/rs.3.rs-2971252/v1 ...
Festor, Paul; Shafti, Ali; Harston, Alex; Li, Michey; Orlov, Pavel; Faisal, A. Aldo
MIDAS: Deep learning human action intention prediction from natural eye movement patterns
arXiv, 2022
doi:10.48550/arXiv.2201.09135 ...
Blum, Kyle P.; Grogan, Max; Wu, Yufei; Harston, J. Alex; Miller, Lee E.; Faisal, A. Aldo
Predicting proprioceptive cortical anatomy and neural coding with topographic autoencoders
Predicting proprioceptive cortical anatomy and neural coding with topographic autoencoders
bioRxiv, 2022
doi:10.1101/2021.12.10.472161 ...
Shafti, Ali; Derks, Victoria; Kay, Hannah; Faisal, A. Aldo
The response shift paradigm to quantify human trust in AI recommendations
arXiv, 2022
doi:10.48550/arXiv.2202.08979 ...
Liu, Yiming; Leib, Raz; Dudley, William; Shafti, Ali; Faisal, A. Aldo; Franklin, David W.
The role of haptic communication in dyadic collaborative object manipulation tasks
arXiv, 2022
doi:10.48550/arXiv.2203.01287 ...
Faisal, A. Aldo; Le Lannou, Erwann; Post, Benjamin; Haar, Shlomi; Brett, Stephen; Kadirvelu, Balasundaram
Clustering of patient comorbidities within electronic medical records enables high-precisi ...
Clustering of patient comorbidities within electronic medical records enables high-precision COVID-19 mortality prediction
Research Square, 2021
doi:10.21203/rs.3.rs-374482/v1 ...
Le Lannou, Erwann; Post, Benjamin; Haar, Shlomi; Brett, Stephen J.; Kadirvelu, Balasundaram; Faisal, A. Aldo
Clustering of patient comorbidities within electronic medical records enables high-precisi ...
Clustering of patient comorbidities within electronic medical records enables high-precision COVID-19 mortality prediction
medRxiv, 2021
doi:10.1101/2021.03.29.21254579 ...
Kadirvelu, Balasundaram; Burcea, Gabriel; Quint, Jennifer K.; Costelloe, Ceire E.; Faisal, A. Aldo
Covid-19 does not look like what you are looking for : Clustering symptoms by nation and m ...
Covid-19 does not look like what you are looking for: Clustering symptoms by nation and multi-morbidities reveal substantial differences to the classical symptom triad
medRxiv, 2021
doi:10.1101/2021.04.02.21254818 ...
Faisal, A. Aldo; Kadirvelu, Balasundaram; Gavriel, Constantinos; Nageshwaran, Sathiji; Chan, Jackson Ping Kei Jackson; Athanasopoulos, Stavros; Giunti, Paola; Ricotti, Valeria; Voit, Thomas; Festenstein, Richard
Data-derived wearable digital biomarkers predict Frataxin gene expression levels and longi ...
Data-derived wearable digital biomarkers predict Frataxin gene expression levels and longitudinal disease progression in Friedreich’s Ataxia
Research Square, 2021
doi:10.21203/rs.3.rs-737100/v1 ...
Maimon-Mor, Roni O.; Schone, Hunter R.; Slater, David Henderson; Faisal, A. Aldo; Makin, Tamar R.
Early life experience sets hard limits on motor learning as evidenced from artificial arm ...
Early life experience sets hard limits on motor learning as evidenced from artificial arm use
bioRxiv, 2021
doi:10.1101/2021.01.26.428281 ...
Wannawas, Nat; Shafti, Ali; Faisal, A. Aldo
I am Robot : Neuromuscular Reinforcement Learning to Actuate Human Limbs through Functiona ...
, arXiv, 2021
Shafti, Ali; Haar, Shlomi; Mio, Renato; Guilleminot, Pierre; Faisal, A. Aldo
Playing the piano with a robotic third thumb : Assessing constraints of human augmentation
Playing the piano with a robotic third thumb: Assessing constraints of human augmentation
bioRxiv, 2021
doi:10.1101/2020.05.21.108407 ...
Wu, Yufei; Haar, Shlomi; Faisal, A. Aldo
Reproducing Human Motor Adaptation in Spiking Neural Simulation and known Synaptic Learnin ...
Reproducing Human Motor Adaptation in Spiking Neural Simulation and known Synaptic Learning Rules
bioRxiv, 2021
doi:10.1101/2021.06.24.449760 ...
Currie, Stephen P.; Ammer, Julian J.; Premchand, Brian; Dacre, Joshua; Wu, Yufei; Eleftheriou, Constantinos; Colligan, Matt; Clarke, Thomas; Mitchell, Leah; Faisal, A. Aldo; Hennig, Matthias H.; Duguid, Ian
Spatiotemporal organization of movement-invariant and movement-specific signaling in the o ...
Spatiotemporal organization of movement-invariant and movement-specific signaling in the output layer of motor cortex
bioRxiv, 2021
doi:10.1101/2020.10.27.357087 ...
Auepanwiriyakul, Chaiyawan; Waibel, Sigourney; Songa, Joanna; Bentley, Paul; Faisal, A. Aldo
Accuracy and Acceptability of Wearable Motion Tracking Smartwatches for Inpatient Monitori ...
Accuracy and Acceptability of Wearable Motion Tracking Smartwatches for Inpatient Monitoring
medRxiv, 2020
doi:10.1101/2020.07.24.20160663 ...
Haar, Shlomi; Faisal, A. Aldo
Brain activity reveals multiple motor-learning mechanisms in a real-world task
Brain activity reveals multiple motor-learning mechanisms in a real-world task
bioRxiv, 2020
doi:10.1101/2020.03.04.976951 ...
Haar, Shlomi; Sundar, Guhan; Faisal, A. Aldo
Embodied virtual reality for the study of real-world motor learning
Embodied virtual reality for the study of real-world motor learning
bioRxiv, 2020
doi:10.1101/2020.03.19.998476 ...
Abbott, William W.; Harston, J. Alex; Faisal, A. Aldo
Linear Embodied Saliency : a Model of Full-Body Kinematics-based Visual Attention
Linear Embodied Saliency: a Model of Full-Body Kinematics-based Visual Attention
bioRxiv, 2020
doi:10.1101/2020.02.08.938514 ...
Haar, Shlomi; van Assel, Camille M.; Faisal, A. Aldo
Motor learning in real-world pool billiards
Motor learning in real-world pool billiards
bioRxiv, 2020
doi:10.1101/612218 ...
Patel, Brijesh V.; Haar, Shlomi; Handslip, Rhodri; Lee, Teresa Mei-Ling; Patel, Sunil; Harston, J. Alex; Hosking-Jervis, Feargus; Kelly, Donna; Sanderson, Barnaby; Bogatta, Barbara; Tatham, Kate; Welters, Ingeborg; Camporota, Luigi; Gordon, Anthony C.; Komorowski, Matthieu; Antcliffe, David; Prowle, John R.; Puthucheary, Zudin; Faisal, A. Aldo
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients i ...
Natural history, trajectory, and management of mechanically ventilated COVID-19 patients in the United Kingdom
medRxiv, 2020
doi:10.1101/2020.11.10.20226688 ...
Makrigiorgos, Alexander; Shafti, Ali; Harston, Alex; Gerard, Julien; Faisal, A. Aldo
Human Visual Attention Prediction Boosts Learning & Performance of Autonomous Driving Agen ...
arXiv, 2019
doi:10.48550/arXiv.1909.05003 ...
Rito Lima, Ines; Haar, Shlomi; Di Grassi, Lucas; Faisal, A. Aldo
Neurobehavioural signatures in race car driving
Neurobehavioural signatures in race car driving
bioRxiv, 2019
doi:10.1101/860056 ...
Christodoulou, Petros; Lange, Robert Tjarko; Shafti, Ali; Faisal, A. Aldo
Reinforcement Learning with Structured Hierarchical Grammar Representations of Actions
arXiv, 2019
doi:10.48550/arXiv.1910.02876 ...
Komorowski, Matthieu; Celi, Leo A.; Badawi, Omar; Gordon, Anthony C.; Faisal, A. Aldo
Understanding the artificial intelligence clinician and optimal treatment strategies for s ...
arXiv, 2019
doi:10.48550/arXiv.1903.02345 ...
Li, Luchen; Komorowski, Matthieu; Faisal, A. Aldo
The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Maki ...
arXiv, 2018
doi:10.48550/arXiv.1805.11548 ...
Ortega, Pablo; Colas, Cédric; Faisal, A. Aldo
Convolutional neural network, personalised, closed-loop Brain-Computer Interfaces for mult ...
Convolutional neural network, personalised, closed-loop Brain-Computer Interfaces for multi-way control mode switching in real-time
bioRxiv, 2018
doi:10.1101/256701 ...
Teh, Thomas; Auepanwiriyakul, Chaiyawan; Harston, John Alexander; Faisal, A. Aldo
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology
arXiv, 2018
doi:10.48550/arXiv.1803.05419 ...
Raymond, Lou-Ann; Piccini, Margherita; Subramanian, Mahendran; Pavel, Orlov; Zito, Giuseppe; Faisal, A. Aldo
Natural Gaze Data-Driven Wheelchair
Natural Gaze Data-Driven Wheelchair
bioRxiv, 2018
doi:10.1101/252684 ...
Li, Mickey; Songur, Noyan; Orlov, Pavel; Leutenegger, Stefan; Faisal, A. Aldo
Towards an embodied semantic fovea : semantic 3D scene reconstruction from ego-centric eye ...
arXiv, 2018
doi:10.48550/arXiv.1807.10561 ...
Lin, Chin-Hsuan; Faisal, A. Aldo
The role of sensorimotor variability and computation in elderly’s falls
The role of sensorimotor variability and computation in elderly’s falls
bioRxiv, 2017
doi:10.1101/196584 ...
Project report, research report, expert assessments
Albert-Smet, Ignacio; McPherson, Duncan; Navaie, Will; Stocker, Tom; Faisal, A. Aldo
Regulations & exemptions during the COVID-19 pandemic for new medical technology, health s ...
London 2020. - 16 pp.
doi:10.25561/78559 ...
other
Faisal, A. Aldo
Modigliani : Stochastic simulation framework
Faculty VII
Digital Health with a focus on Data Science
Prof. Dr. Aldo Faisal
Head of the Chair
Telefon: 09221 407 1162
E-Mail: aldo.faisal@uni-bayreuth.de
Google Scholar: Aldo Faisal