Salvador Dura-Bernal
Salvador Dura-Bernal
Research Assistant Professor, SUNY Downstate
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Multimodal integration of micro-Doppler sonar and auditory signals for behavior classification with convolutional networks
S Dura-Bernal, G Garreau, J Georgiou, AG Andreou, SL Denham, ...
International journal of neural systems 23 (05), 1350021, 2013
Optimization by Bayesian adaptive locally linear stochastic descent
CC Kerr, TG Smolinski, S Dura-Bernal, DP Wilson
Nature Scientific Reports under review, 2002
Optimization by adaptive stochastic descent
CC Kerr, S Dura-Bernal, TG Smolinski, GL Chadderdon, DP Wilson
PloS one 13 (3), e0192944, 2018
Computer modeling for pharmacological treatments for dystonia
SA Neymotin, S Dura-Bernal, H Moreno, WW Lytton
Drug Discovery Today: Disease Models 19, 51-57, 2016
Virtual musculoskeletal arm and robotic arm driven by a biomimetic model of sensorimotor cortex with reinforcement learning
S Dura-Bernal, GL Chadderdon, SA Neymotin, X Zhou, A Przekwas, ...
Signal Processing in Medicine and Biology Symposium (SPMB), 2013 IEEE, 1-1, 2013
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