A. Aldo Faisal

Cited by

	All	Since 2018
Citations	9177	6532
h-index	36	33
i10-index	98	84

1500

750

375

1125

200820092010201120122013201420152016201720182019202020212022202344 92 130 176 224 292 293 422 395 477 530 733 1074 1370 1416 1377

Public access

View all

90 articles

12 articles

available

not available

Based on funding mandates

Co-authors

Matthieu KomorowskiMD, PhD, Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MITVerified email at imperial.ac.uk
Ali ShaftiTech Lead, Human-Machine Understanding, Cambridge ConsultantsVerified email at cambridgeconsultants.com
Anthony GordonProfessor, Imperial College LondonVerified 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
Shlomi HaarEdmond and Lily Safra Fellow, 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
Simon B LaughlinDepartment of Zoology, University of CambridgeVerified email at cam.ac.uk
Finale Doshi-VelezProfessor, HarvardVerified email at seas.harvard.edu
Omer GottesmanAmazonVerified email at amazon.com
Chaiyawan AuepanwiriyakulPhD student, Imperial College LondonVerified email at ic.ac.uk
Alex HarstonImperial 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
Dietrich StoutProfessor of Anthropology, Emory UniversityVerified email at emory.edu
Omar Badawi, PharmD, MPH, FCCMTrial Library; University of Maryland School of PharmacyVerified email at triallibrary.com
M KottiDeloitteVerified email at it.teithe.gr
Alison McGregorProfessor of Musculoskeletal BiodynamicsVerified email at imperial.ac.uk
Luc SelenAssistant Professor, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Inês ViolanteSenior Lecturer in Psychological Neuroscience, University of SurreyVerified email at surrey.ac.uk

A. Aldo Faisal

Professor in AI & Neuroscience, Imperial College; Chair in Digital Health, University of Bayreuth

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	2965	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	834	2018
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	618	2020
Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature medicine 25 (1), 16-18, 2019	375	2019
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	253	2005
Stochastic simulations on the reliability of action potential propagation in thin axons AA Faisal, SB Laughlin PLoS computational biology 3 (5), e79, 2007	188	2007
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, 2315-2331, 2015	177	2015
The manipulative complexity of Lower Paleolithic stone toolmaking A Faisal, D Stout, J Apel, B Bradley PloS one 5 (11), e13718, 2010	165	2010
Neurocognitive barriers to the embodiment of technology TR Makin, F de Vignemont, AA Faisal Nature Biomedical Engineering 1 (1), 0014, 2017	129	2017
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	128	2009
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	127	2013
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	112	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	112	2012
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off VM Corrales-Carvajal, AA Faisal, C Ribeiro Elife 5, e19920, 2016	111	2016
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	108	2018
Detecting knee osteoarthritis and its discriminating parameters using random forests M Kotti, LD Duffell, AA Faisal, AH McGregor Medical engineering & physics 43, 19-29, 2017	89	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	89	2016
Improving sepsis treatment strategies by combining deep and kernel-based reinforcement learning X Peng, Y Ding, D Wihl, O Gottesman, M Komorowski, HL Li-wei, A Ross, ... AMIA Annual Symposium Proceedings 2018, 887, 2018	85	2018
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	84	2017
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	83	2013

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors