A. Aldo Faisal
A. Aldo Faisal
Professor of AI & Neuroscience; Director, Centre AI4Health @ Imperial College; UKRI Turing AI Fellow
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Noise in the nervous system
AA Faisal, LPJ Selen, DM Wolpert
Nature reviews neuroscience 9 (4), 292-303, 2008
22992008
The artificial intelligence clinician learns optimal treatment strategies for sepsis in intensive care
M Komorowski, LA Celi, O Badawi, AC Gordon, AA Faisal
Nature medicine 24 (11), 1716-1720, 2018
3922018
Ion-channel noise places limits on the miniaturization of the brain’s wiring
AA Faisal, JA White, SB Laughlin
Current Biology 15 (12), 1143-1149, 2005
2162005
Stochastic simulations on the reliability of action potential propagation in thin axons
AA Faisal, SB Laughlin
PLoS computational biology 3 (5), e79, 2007
1572007
Mathematics for machine learning
MP Deisenroth, AA Faisal, CS Ong
Cambridge University Press, 2020
1452020
Acquisition of Paleolithic toolmaking abilities involves structural remodeling to inferior frontoparietal regions
EE Hecht, DA Gutman, N Khreisheh, SV Taylor, J Kilner, AA Faisal, ...
Brain Structure and Function 220 (4), 2315-2331, 2015
1412015
The manipulative complexity of Lower Paleolithic stone toolmaking
A Faisal, D Stout, J Apel, B Bradley
PloS one 5 (11), e13718, 2010
1402010
Guidelines for reinforcement learning in healthcare
O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ...
Nature medicine 25 (1), 16-18, 2019
1352019
Near optimal combination of sensory and motor uncertainty in time during a naturalistic perception-action task
AA Faisal, DM Wolpert
Journal of Neurophysiology 101 (4), 1901-1912, 2009
1062009
Ultra-low-cost 3D gaze estimation: an intuitive high information throughput compliment to direct brain–machine interfaces
WW Abbott, AA Faisal
Journal of Neural Engineering 9 (4), 046016, 2012
922012
Ultra-low-cost 3D gaze estimation: an intuitive high information throughput compliment to direct brain–machine interfaces
WW Abbott, AA Faisal
Journal of neural engineering 9 (4), 046016, 2012
922012
The use of reinforcement learning algorithms to meet the challenges of an artificial pancreas
MK Bothe, L Dickens, K Reichel, A Tellmann, B Ellger, M Westphal, ...
Expert review of medical devices 10 (5), 661-673, 2013
792013
Neurocognitive barriers to the embodiment of technology
TR Makin, F de Vignemont, AA Faisal
Nature Biomedical Engineering 1 (1), 1-3, 2017
762017
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off
VM Corrales-Carvajal, AA Faisal, C Ribeiro
Elife 5, e19920, 2016
732016
The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI
R Lorenz, RP Monti, IR Violante, C Anagnostopoulos, AA Faisal, ...
NeuroImage 129, 320-334, 2016
662016
The effect of cell size and channel density on neuronal information encoding and energy efficiency
B Sengupta, AA Faisal, SB Laughlin, JE Niven
Journal of Cerebral Blood Flow & Metabolism 33 (9), 1465-1473, 2013
632013
Scaling-laws of human broadcast communication enable distinction between human, corporate and robot twitter users
G Tavares, A Faisal
PloS one 8 (7), e65774, 2013
602013
Gaussian process autoregression for simultaneous proportional multi-modal prosthetic control with natural hand kinematics
M Xiloyannis, C Gavriel, AAC Thomik, AA Faisal
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (10 …, 2017
562017
Coordinated righting behaviour in locusts
AA Faisal, T Matheson
Journal of Experimental Biology 204 (4), 637-648, 2001
562001
Evaluating reinforcement learning algorithms in observational health settings
O Gottesman, F Johansson, J Meier, J Dent, D Lee, S Srinivasan, L Zhang, ...
arXiv preprint arXiv:1805.12298, 2018
512018
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