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
Anthony GordonProfessor, Imperial College LondonVerified email at imperial.ac.uk
Ali ShaftiHead of Human-Machine Understanding, Cambridge ConsultantsVerified email at cambridgeconsultants.com
Shlomi HaarEdmond and Lily Safra Fellow, 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
Balasundaram KadirveluImperial College, LondonVerified email at imperial.ac.uk
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Simon B LaughlinDepartment of Zoology, University of CambridgeVerified email at cam.ac.uk
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Finale Doshi-VelezProfessor, HarvardVerified email at seas.harvard.edu
Omer GottesmanAmazonVerified email at amazon.com
Paul FestorPhD student, Imperial College LondonVerified email at imperial.ac.uk
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
Luc SelenAssistant Professor, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
M KottiDeloitteVerified email at it.teithe.gr
Alison McGregorProfessor of Musculoskeletal BiodynamicsVerified email at imperial.ac.uk

A. Aldo Faisal

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

Verified email at imperial.ac.uk - Homepage

AI for Healthcare Reinforcement Learning Neurotechnology Computational Neuroscience Behavior


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	3382	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	1197	2018
Mathematics for machine learning MP Deisenroth, AA Faisal, CS Ong Cambridge University Press, 2020	953	2020
Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature medicine 25 (1), 16-18, 2019	495	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	267	2005
Stochastic simulations on the reliability of action potential propagation in thin axons AA Faisal, SB Laughlin PLoS computational biology 3 (5), e79, 2007	206	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	193	2015
The manipulative complexity of Lower Paleolithic stone toolmaking A Faisal, D Stout, J Apel, B Bradley PloS one 5 (11), e13718, 2010	169	2010
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	152	2013
Neurocognitive barriers to the embodiment of technology TR Makin, F De Vignemont, AA Faisal Nature Biomedical Engineering 1 (1), 0014, 2017	150	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	149	2018
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	133	2009
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off VM Corrales-Carvajal, AA Faisal, C Ribeiro Elife 5, e19920, 2016	128	2016
Improving sepsis treatment strategies by combining deep and kernel-based reinforcement learning X Peng, Y Ding, D Wihl, O Gottesman, M Komorowski, LH Lehman, ... AMIA Annual Symposium Proceedings 2018, 887, 2018	117	2018
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
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	103	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	98	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	97	2013
Dot-to-dot: Explainable hierarchical reinforcement learning for robotic manipulation B Beyret, A Shafti, AA Faisal 2019 IEEE/RSJ International Conference on intelligent robots and systems …, 2019	96	2019
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	90	2017

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