A. Aldo Faisal

Cited by

	All	Since 2016
Citations	5081	3360
h-index	28	26
i10-index	59	49

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2008200920102011201220132014201520162017201820192020202145 87 128 175 222 287 288 410 382 474 497 713 1086 198

Co-authors

Matthieu KomorowskiMD, PhD, Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MITVerified email at imperial.ac.uk
William Welby AbbottImperial College LondonVerified email at ic.ac.uk
Constantinos GavrielPhD Student at Imperial College LondonVerified email at imperial.ac.uk
Andreas ThomikImperial College LondonVerified email at imperial.ac.uk
Simon B LaughlinDepartment of Zoology, University of CambridgeVerified email at cam.ac.uk
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Finale DoshiAssistant Professor, HarvardVerified email at seas.harvard.edu
Omer GottesmanBrown UniversityVerified email at brown.edu
Ali ShaftiResearch Associate, Imperial College LondonVerified email at imperial.ac.uk
Luc SelenAssistant Professor, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Anthony GordonProfessor, Imperial College LondonVerified email at imperial.ac.uk
Omar Badawi, PharmD, MPH, FCCMPhilips Healthcare; University of Maryland School of Pharmacy; Massachusetts Institute of TechnologyVerified email at philips.com
Shlomi HaarEdmond and Lily Safra Fellow, Imperial College LondonVerified email at imperial.ac.uk
M KottiDeloitteVerified email at it.teithe.gr
Alison McGregorProfessor of Musculoskeletal BiodynamicsVerified email at imperial.ac.uk
Dietrich StoutAssociate Professor of Anthropology, Emory UniversityVerified email at emory.edu
Ali NeishabouriResearch associate, Imperial College LondonVerified email at imperial.ac.uk
John A. WhiteProfessor & Chair of Biomedical Engineering, Boston U.Verified email at bu.edu
Romy LorenzSir Henry Wellcome Postdoctoral Fellow, University of CambridgeVerified email at mrc-cbu.cam.ac.uk

A. Aldo Faisal

Professor in AI&Neurosci @ Imperial College - UKRI Turing AI Fellow - Director, Centre in AI4Health

Verified email at imperial.ac.uk - Homepage

AI for Healthcare Reinforcement Learning Neurotechnology Computational Neuroscience Behavior Analytics


Title Sort by citations Sort by year Sort by 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	2182	2008
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	316	2018
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	204	2005
Stochastic simulations on the reliability of action potential propagation in thin axons AA Faisal, SB Laughlin PLoS Comput Biol 3 (5), e79, 2007	150	2007
The manipulative complexity of Lower Paleolithic stone toolmaking A Faisal, D Stout, J Apel, B Bradley PloS one 5 (11), e13718, 2010	133	2010
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	132	2015
Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature medicine 25 (1), 16-18, 2019	110	2019
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	104	2009
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	91	2012
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	91	2012
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	72	2013
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	70	2020
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off VM Corrales-Carvajal, AA Faisal, C Ribeiro Elife 5, e19920, 2016	67	2016
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	60	2013
Neurocognitive barriers to the embodiment of technology TR Makin, F de Vignemont, AA Faisal Nature Biomedical Engineering 1 (1), 1-3, 2017	59	2017
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	58	2016
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	56	2013
Coordinated righting behaviour in locusts AA Faisal, T Matheson Journal of Experimental Biology 204 (4), 637-648, 2001	49	2001
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	44	2017
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	43	2018

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