Event-driven random back-propagation: Enabling neuromorphic deep learning machines EO Neftci, C Augustine, S Paul, G Detorakis Frontiers in neuroscience 11, 324, 2017 | 338 | 2017 |
Sustainable computational science: the ReScience initiative NP Rougier, K Hinsen, F Alexandre, T Arildsen, LA Barba, FCY Benureau, ... PeerJ Computer Science 3, e142, 2017 | 118 | 2017 |
Neural sampling machine with stochastic synapse allows brain-like learning and inference S Dutta, G Detorakis, A Khanna, B Grisafe, E Neftci, S Datta Nature Communications 13 (1), 2571, 2022 | 42 | 2022 |
Neural and synaptic array transceiver: A brain-inspired computing framework for embedded learning G Detorakis, S Sheik, C Augustine, S Paul, BU Pedroni, N Dutt, J Krichmar, ... Frontiers in neuroscience 12, 583, 2018 | 35 | 2018 |
Closed-loop stimulation of a delayed neural fields model of parkinsonian STN-GPe network: a theoretical and computational study GI Detorakis, A Chaillet, S Palfi, S Senova Frontiers in neuroscience 9, 237, 2015 | 35 | 2015 |
Contrastive Hebbian learning with random feedback weights G Detorakis, T Bartley, E Neftci Neural Networks 114, 1-14, 2019 | 34 | 2019 |
A neural field model of the somatosensory cortex: formation, maintenance and reorganization of ordered topographic maps GI Detorakis, NP Rougier PloS one 7 (7), e40257, 2012 | 32 | 2012 |
Memory-efficient synaptic connectivity for spike-timing-dependent plasticity BU Pedroni, S Joshi, SR Deiss, S Sheik, G Detorakis, S Paul, C Augustine, ... Frontiers in neuroscience 13, 357, 2019 | 27 | 2019 |
Robust stabilization of delayed neural fields with partial measurement and actuation A Chaillet, GI Detorakis, S Palfi, S Senova Automatica 83, 262-274, 2017 | 24 | 2017 |
A recurrent neural network based model of predictive smooth pursuit eye movement in primates HJ Kashyap, G Detorakis, N Dutt, JL Krichmar, E Neftci 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 21 | 2018 |
Structure of receptive fields in a computational model of area 3b of primary sensory cortex GI Detorakis, NP Rougier Frontiers in computational neuroscience 8, 76, 2014 | 20 | 2014 |
Forward table-based presynaptic event-triggered spike-timing-dependent plasticity BU Pedroni, S Sheik, S Joshi, G Detorakis, S Paul, C Augustine, E Neftci, ... 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), 580-583, 2016 | 18 | 2016 |
Spysort: Neuronal spike sorting with python C Pouzat, GI Detorakis arXiv preprint arXiv:1412.6383, 2014 | 14 | 2014 |
Self-organizing dynamic neural fields NP Rougier, GI Detorakis Advances in Cognitive Neurodynamics (III) Proceedings of the Third …, 2013 | 10 | 2013 |
Inherent weight normalization in stochastic neural networks G Detorakis, S Dutta, A Khanna, M Jerry, S Datta, E Neftci Advances in Neural Information Processing Systems 32, 2019 | 6 | 2019 |
Randomized Self-Organizing Map NP Rougier, GI Detorakis Neural Computation 33 (8), 2241-2273, 2021 | 5 | 2021 |
Sustainable computational science: the ReScience initiative, PeerJ Computer Science, 3, e142 NP Rougier, K Hinsen, F Alexandre, T Arildsen, LA Barba, FCY Benureau, ... | 5 | 2017 |
Stability analysis of a neural field self-organizing map G Detorakis, A Chaillet, NP Rougier The Journal of Mathematical Neuroscience 10 (1), 20, 2020 | 3 | 2020 |
Incremental stability of spatiotemporal delayed dynamics and application to neural fields GI Detorakis, A Chaillet 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5937-5942, 2017 | 3 | 2017 |
GAIM: A C++ library for Genetic Algorithms and Island Models G Detorakis, A Burton Journal of Open Source Software 4 (44), 1839, 2019 | 1 | 2019 |