A. Aldo Faisal

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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
Andreas ThomikImperial College LondonVerified email at imperial.ac.uk
Constantinos GavrielPhD Student at Imperial College LondonVerified email at imperial.ac.uk
Simon B LaughlinDepartment of Zoology, University of CambridgeVerified email at cam.ac.uk
Ali ShaftiResearch Associate, Imperial College LondonVerified email at imperial.ac.uk
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Finale Doshi-VelezProfessor, HarvardVerified email at seas.harvard.edu
Omer GottesmanBrown UniversityVerified email at brown.edu
Shlomi HaarEdmond and Lily Safra Fellow, Imperial College LondonVerified email at imperial.ac.uk
Dietrich StoutAssociate Professor of Anthropology, Emory UniversityVerified email at emory.edu
Anthony GordonProfessor, Imperial College LondonVerified email at imperial.ac.uk
Luc SelenAssistant Professor, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Omar Badawi, PharmD, MPH, FCCMNational Evaluation System for health Technology Coordinating Center (NESTcc); University ofVerified email at mdic.org
M KottiDeloitteVerified email at it.teithe.gr
Alison McGregorProfessor of Musculoskeletal BiodynamicsVerified email at imperial.ac.uk
Ali NeishabouriResearch associate, Imperial College LondonVerified email at imperial.ac.uk
Pavel A Orlov1) University of Eastern Finland; 2) Peter the Great St.Petersburg Polytechnic UniversityVerified email at student.uef.fi
John A. WhiteProfessor & Chair of Biomedical Engineering, Boston U.Verified email at bu.edu

A. Aldo Faisal

Professor of AI & Neuroscience; Director, Centre AI4Health @ Imperial College; UKRI Turing AI Fellow

Verified email at imperial.ac.uk - Homepage

AI for Healthcare Reinforcement Learning Neurotechnology Computational Neuroscience Behavior Analytics


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Noise in the nervous system AA Faisal, LPJ Selen, DM Wolpert Nature reviews neuroscience 9 (4), 292-303, 2008	2296	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	391	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	216	2005
Stochastic simulations on the reliability of action potential propagation in thin axons AA Faisal, SB Laughlin PLoS computational biology 3 (5), e79, 2007	157	2007
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	143	2020
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	141	2015
The manipulative complexity of Lower Paleolithic stone toolmaking A Faisal, D Stout, J Apel, B Bradley PloS one 5 (11), e13718, 2010	140	2010
Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature medicine 25 (1), 16-18, 2019	135	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	106	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	92	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	92	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	79	2013
Neurocognitive barriers to the embodiment of technology TR Makin, F de Vignemont, AA Faisal Nature Biomedical Engineering 1 (1), 1-3, 2017	75	2017
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off VM Corrales-Carvajal, AA Faisal, C Ribeiro Elife 5, e19920, 2016	73	2016
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	66	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	63	2013
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	60	2013
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	56	2017
Coordinated righting behaviour in locusts AA Faisal, T Matheson Journal of Experimental Biology 204 (4), 637-648, 2001	56	2001
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	51	2018

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