متابعة
A. Aldo Faisal
A. Aldo Faisal
Professor in AI & Neuroscience, Imperial College; Chair in Digital Health, Universität Bayreuth
بريد إلكتروني تم التحقق منه على imperial.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Noise in the nervous system‏
AA Faisal, LPJ Selen, DM Wolpert‏
Nature reviews neuroscience 9 (4), 292-303, 2008‏
33572008
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
11752018
Mathematics for machine learning‏
MP Deisenroth, AA Faisal, CS Ong‏
Cambridge University Press, 2020‏
9252020
Guidelines for reinforcement learning in healthcare‏
O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ...‏
Nature medicine 25 (1), 16-18, 2019‏
4882019
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
2662005
Stochastic simulations on the reliability of action potential propagation in thin axons‏
AA Faisal, SB Laughlin‏
PLoS computational biology 3 (5), e79, 2007‏
2062007
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
1932015
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
1522013
Neurocognitive barriers to the embodiment of technology‏
TR Makin, F De Vignemont, AA Faisal‏
Nature Biomedical Engineering 1 (1), 0014, 2017‏
1502017
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
1442018
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
1252016
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
1142018
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
1122012
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
1022017
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
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
972013
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
952019
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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مقالات 1–20