A. Aldo Faisal
A. Aldo Faisal
Professor of AI & Neurosci; 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
23702008
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
4332018
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
2182005
Mathematics for machine learning
MP Deisenroth, AA Faisal, CS Ong
Cambridge University Press, 2020
1782020
Guidelines for reinforcement learning in healthcare
O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ...
Nature medicine 25 (1), 16-18, 2019
1602019
Stochastic simulations on the reliability of action potential propagation in thin axons
AA Faisal, SB Laughlin
PLoS computational biology 3 (5), e79, 2007
1582007
The manipulative complexity of Lower Paleolithic stone toolmaking
A Faisal, D Stout, J Apel, B Bradley
PloS one 5 (11), e13718, 2010
1452010
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
1432015
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
1082009
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
932012
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
932012
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
842013
Neurocognitive barriers to the embodiment of technology
TR Makin, F de Vignemont, AA Faisal
Nature Biomedical Engineering 1 (1), 1-3, 2017
832017
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off
VM Corrales-Carvajal, AA Faisal, C Ribeiro
Elife 5, e19920, 2016
742016
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
682016
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
672013
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
622013
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
612018
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
592017
Coordinated righting behaviour in locusts
AA Faisal, T Matheson
Journal of Experimental Biology 204 (4), 637-648, 2001
592001
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Articles 1–20