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Georgios Detorakis
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Books and Theses
- 2013
- [b1]Georgios Detorakis:
Cortical plasticity, dynamic neural fields and self-organization. (Plasticité corticale, champs neuronaux dynamiques et auto-organisation). University of Lorraine, Nancy, France, 2013
Journal Articles
- 2022
- [j7]Roman Parise, Georgios Is. Detorakis:
OpenPelt: Python Framework for Thermoelectric Temperature Control System Development. J. Open Source Softw. 7(73): 4306 (2022) - 2021
- [j6]Nicolas P. Rougier
, Georgios Is. Detorakis:
Randomized Self-Organizing Map. Neural Comput. 33(8): 2241-2273 (2021) - 2019
- [j5]Georgios Detorakis
, Andrew Burton:
GAIM: A C++ library for Genetic Algorithms and Island Models. J. Open Source Softw. 4(44): 1839 (2019) - [j4]Georgios Detorakis
, Travis Bartley, Emre Neftci:
Contrastive Hebbian learning with random feedback weights. Neural Networks 114: 1-14 (2019) - 2017
- [j3]Antoine Chaillet
, Georgios Detorakis, Stéphane Palfi, Suhan Senova:
Robust stabilization of delayed neural fields with partial measurement and actuation. Autom. 83: 262-274 (2017) - [j2]Nicolas P. Rougier
, Konrad Hinsen
, Frédéric Alexandre, Thomas Arildsen
, Lorena A. Barba
, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl
, Ozan Caglayan, Andrew P. Davison
, Marc-André Delsuc
, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel
, Benoît Girard
, Olivia Guest, Matt G. Hall, Rafael Neto Henriques
, Xavier Hinaut
, Kamil S. Jaron, Mehdi Khamassi
, Almar Klein, Tiina Manninen
, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey
, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch
, Cyrille Rossant
, Vahid Rostami
, Aaron Shifman
, Jemma Stachelek
, Marcel Stimberg, Frank Stollmeier
, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak
, Tiziano Zito
:
Sustainable computational science: the ReScience initiative. PeerJ Comput. Sci. 3: e142 (2017) - 2014
- [j1]Georgios Detorakis, Nicolas P. Rougier
:
Structure of receptive fields in a computational model of area 3b of primary sensory cortex. Frontiers Comput. Neurosci. 8: 76 (2014)
Conference and Workshop Papers
- 2019
- [c5]Georgios Detorakis, Sourav Dutta, Abhishek Khanna, Matthew Jerry, Suman Datta, Emre Neftci:
Inherent Weight Normalization in Stochastic Neural Networks. NeurIPS 2019: 3286-3297 - 2018
- [c4]Hirak Jyoti Kashyap, Georgios Detorakis, Nikil D. Dutt
, Jeffrey L. Krichmar, Emre Neftci:
A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. IJCNN 2018: 1-8 - 2017
- [c3]Georgios Detorakis, Antoine Chaillet
:
Incremental stability of spatiotemporal delayed dynamics and application to neural fields. CDC 2017: 5937-5942 - [c2]Emre Neftci, Charles Augustine, Somnath Paul, Georgios Detorakis:
Event-driven random backpropagation: Enabling neuromorphic deep learning machines. ISCAS 2017: 1-4 - 2016
- [c1]Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs
:
Forward table-based presynaptic event-triggered spike-timing-dependent plasticity. BioCAS 2016: 580-583
Informal and Other Publications
- 2021
- [i10]Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta:
Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference. CoRR abs/2102.10477 (2021) - 2020
- [i9]Nicolas P. Rougier
, Georgios Detorakis:
Randomized Self Organizing Map. CoRR abs/2011.09534 (2020) - 2019
- [i8]Georgios Detorakis, Sourav Dutta, Abhishek Khanna, Matthew Jerry, Suman Datta, Emre Neftci:
Inherent Weight Normalization in Stochastic Neural Networks. CoRR abs/1910.12316 (2019) - 2018
- [i7]Georgios Detorakis, Travis Bartley, Emre Neftci:
Contrastive Hebbian Learning with Random Feedback Weights. CoRR abs/1806.07406 (2018) - 2017
- [i6]Nicolas P. Rougier
, Konrad Hinsen
, Frédéric Alexandre
, Thomas Arildsen
, Lorena A. Barba
, Fabien C. Y. Benureau
, C. Titus Brown
, Pierre de Buyl
, Ozan Caglayan
, Andrew P. Davison
, Marc-André Delsuc
, Georgios Detorakis
, Alexandra K. Diem
, Damien Drix
, Pierre Enel
, Benoît Girard
, Olivia Guest
, Matt G. Hall
, Rafael Neto Henriques, Xavier Hinaut
, Kamil S. Jaron
, Mehdi Khamassi
, Almar Klein
, Tiina Manninen
, Pietro Marchesi
, Dan McGlinn
, Christoph Metzner
, Owen L. Petchey
, Hans Ekkehard Plesser
, Timothée Poisot
, Karthik Ram
, Yoav Ram
, Etienne B. Roesch
, Cyrille Rossant
, Vahid Rostami
, Aaron Shifman
, Jemma Stachelek
, Marcel Stimberg
, Frank Stollmeier
, Federico Vaggi
, Guillaume Viejo, Julien Vitay
, Anya E. Vostinar
, Roman Yurchak
, Tiziano Zito:
Sustainable computational science: the ReScience initiative. CoRR abs/1707.04393 (2017) - [i5]Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci:
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. CoRR abs/1709.10205 (2017) - 2016
- [i4]Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs:
Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity. CoRR abs/1607.03070 (2016) - [i3]Emre Neftci, Charles Augustine, Somnath Paul, Georgios Detorakis:
Event-driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines. CoRR abs/1612.05596 (2016) - 2014
- [i2]Christophe Pouzat, Georgios Detorakis:
SPySort: Neuronal Spike Sorting with Python. CoRR abs/1412.6383 (2014) - [i1]Antoine Chaillet, Diane Da Silva, Georgios Detorakis, Christophe Pouzat, Suhan Senova:
Optogenetics to Unravel the Mechanisms of Parkinsonian Symptoms and Optimize Deep Brain Stimulation. ERCIM News 2014(97) (2014)
Coauthor Index
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