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Georgios Detorakis
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Year
Event-driven random back-propagation: Enabling neuromorphic deep learning machines
EO Neftci, C Augustine, S Paul, G Detorakis
Frontiers in neuroscience 11, 324, 2017
2452017
Sustainable computational science: the ReScience initiative
NP Rougier, K Hinsen, F Alexandre, T Arildsen, LA Barba, FCY Benureau, ...
PeerJ Computer Science 3, e142, 2017
732017
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
272018
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
262012
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
252015
Contrastive Hebbian learning with random feedback weights
G Detorakis, T Bartley, E Neftci
Neural Networks 114, 1-14, 2019
212019
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
192019
Robust stabilization of delayed neural fields with partial measurement and actuation
A Chaillet, GI Detorakis, S Palfi, S Senova
Automatica 83, 262-274, 2017
182017
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
162018
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
162014
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
142016
SPySort: neuronal spike sorting with Python
C Pouzat, GI Detorakis
arXiv preprint arXiv:1412.6383, 2014
122014
Self-organizing dynamic neural fields
NP Rougier, GI Detorakis
Advances in Cognitive Neurodynamics (III), 281-288, 2013
102013
Sustainable computational science: the ReScience initiative, PeerJ Computer Science, 3, e142
NP Rougier, K Hinsen, F Alexandre, T Arildsen, LA Barba, FCY Benureau, ...
52017
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
42019
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), 1-10, 2022
22022
Stability analysis of a neural field self-organizing map
G Detorakis, A Chaillet, NP Rougier
The Journal of Mathematical Neuroscience 10 (1), 1-20, 2020
22020
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
22017
Randomized Self-Organizing Map
NP Rougier, GI Detorakis
Neural Computation 33 (8), 2241-2273, 2021
12021
Optogenetics to unravel the mechanisms of parkinsonian symptoms and optimize deep brain stimulation
A Chaillet, D Da Silva, GI Detorakis, S Senova
ERCIM News 17, 1-3, 2014
12014
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