Salvador Dura-Bernal
Salvador Dura-Bernal
Assistant Professor, State University of New York (SUNY) Downstate
Підтверджена електронна адреса в downstate.edu - Домашня сторінка
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Посилання
Рік
Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
M Alber, AB Tepole, WR Cannon, S De, S Dura-Bernal, K Garikipati, ...
NPJ digital medicine 2 (1), 1-11, 2019
1172019
Multiscale modeling meets machine learning: What can we learn?
GCY Peng, M Alber, AB Tepole, WR Cannon, S De, S Dura-Bernal, ...
Archives of Computational Methods in Engineering 28 (3), 1017-1037, 2021
452021
NetPyNE, a tool for data-driven multiscale modeling of brain circuits
S Dura-Bernal, BA Suter, P Gleeson, M Cantarelli, A Quintana, ...
Elife 8, e44494, 2019
442019
Top-down feedback in an HMAX-like cortical model of object perception based on hierarchical Bayesian networks and belief propagation
S Dura-Bernal, T Wennekers, SL Denham
PloS one 7 (11), e48216, 2012
362012
Open source brain: a collaborative resource for visualizing, analyzing, simulating, and developing standardized models of neurons and circuits
P Gleeson, M Cantarelli, B Marin, A Quintana, M Earnshaw, S Sadeh, ...
Neuron 103 (3), 395-411. e5, 2019
342019
Gait-based person and gender recognition using micro-doppler signatures
G Garreau, CM Andreou, AG Andreou, J Georgiou, S Dura-Bernal, ...
2011 IEEE Biomedical Circuits and Systems Conference (BioCAS), 444-447, 2011
342011
Simulation neurotechnologies for advancing brain research: parallelizing large networks in NEURON
WW Lytton, AH Seidenstein, S Dura-Bernal, RA McDougal, F Schürmann, ...
Neural computation 28 (10), 2063-2090, 2016
272016
Human action categorization using ultrasound micro-Doppler signatures
S Dura-Bernal, G Garreau, C Andreou, A Andreou, J Georgiou, ...
International Workshop on Human Behavior Understanding, 18-28, 2011
262011
Multitarget multiscale simulation for pharmacological treatment of dystonia in motor cortex
SA Neymotin, S Dura-Bernal, P Lakatos, TD Sanger, WW Lytton
Frontiers in Pharmacology 7, 157, 2016
252016
Restoring behavior via inverse neurocontroller in a lesioned cortical spiking model driving a virtual arm
S Dura-Bernal, K Li, SA Neymotin, JT Francis, JC Principe, WW Lytton
Frontiers in neuroscience 10, 28, 2016
252016
Optimizing computer models of corticospinal neurons to replicate in vitro dynamics
SA Neymotin, BA Suter, S Dura-Bernal, GMG Shepherd, M Migliore, ...
Journal of neurophysiology 117 (1), 148-162, 2017
232017
Towards a real-time interface between a biomimetic model of sensorimotor cortex and a robotic arm
S Dura-Bernal, GL Chadderdon, SA Neymotin, JT Francis, WW Lytton
Pattern recognition letters 36, 204-212, 2014
232014
Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis
S Dura-Bernal, SA Neymotin, CC Kerr, S Sivagnanam, A Majumdar, ...
IBM journal of research and development 61 (2/3), 6: 1-6: 14, 2017
212017
Geppetto: a reusable modular open platform for exploring neuroscience data and models
M Cantarelli, B Marin, A Quintana, M Earnshaw, R Court, P Gleeson, ...
Philosophical Transactions of the Royal Society B: Biological Sciences 373 …, 2018
182018
The SONATA data format for efficient description of large-scale network models
K Dai, J Hernando, YN Billeh, SL Gratiy, J Planas, AP Davison, ...
PLoS computational biology 16 (2), e1007696, 2020
172020
Optimization by adaptive stochastic descent
CC Kerr, S Dura-Bernal, TG Smolinski, GL Chadderdon, DP Wilson
PloS one 13 (3), e0192944, 2018
172018
Cortical spiking network interfaced with virtual musculoskeletal arm and robotic arm
S Dura-Bernal, X Zhou, SA Neymotin, A Przekwas, JT Francis, WW Lytton
Frontiers in neurorobotics 9, 13, 2015
172015
The role of feedback in a hierarchical model of object perception
S Dura-Bernal, T Wennekers, SL Denham
From Brains to Systems, 165-179, 2011
152011
Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences. NPJ Digit Med. 2019; 2: 115
M Alber, AB Tepole, WR Cannon, S De, S Dura-Bernal, K Garikipati
112019
Optimization by Bayesian adaptive locally linear stochastic descent
CC Kerr, TG Smolinski, S Dura-Bernal, DP Wilson
Nature Scientific Reports under review, 2002
112002
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