Suivre
A. Aldo Faisal
A. Aldo Faisal
Professor in AI & Neuroscience, Imperial College; Chair in Digital Health, University of Bayreuth
Adresse e-mail validée de imperial.ac.uk - Page d'accueil
Titre
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Année
Noise in the nervous system
AA Faisal, LPJ Selen, DM Wolpert
Nature reviews neuroscience 9 (4), 292-303, 2008
33502008
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
11602018
Mathematics for machine learning
MP Deisenroth, AA Faisal, CS Ong
Cambridge University Press, 2020
9242020
Guidelines for reinforcement learning in healthcare
O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ...
Nature medicine 25 (1), 16-18, 2019
4912019
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
2672005
Stochastic simulations on the reliability of action potential propagation in thin axons
AA Faisal, SB Laughlin
PLoS computational biology 3 (5), e79, 2007
2032007
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
1912015
The manipulative complexity of Lower Paleolithic stone toolmaking
A Faisal, D Stout, J Apel, B Bradley
PloS one 5 (11), e13718, 2010
1692010
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
1542013
Neurocognitive barriers to the embodiment of technology
TR Makin, F De Vignemont, AA Faisal
Nature Biomedical Engineering 1 (1), 0014, 2017
1492017
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
1422018
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
1322009
Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off
VM Corrales-Carvajal, AA Faisal, C Ribeiro
Elife 5, e19920, 2016
1262016
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
1132012
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
1112018
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
1052017
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
972016
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
962019
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
932013
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
902017
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