Georgios Detorakis

According to our database, Georgios Detorakis authored at least 19 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Practical Aspects on Solving Differential Equations Using Deep Learning: A Primer.

Georgios Is. Detorakis

CoRR, 2024

2022

OpenPelt: Python Framework for Thermoelectric Temperature Control System Development.

Roman Parise, Georgios Is. Detorakis

J. Open Source Softw., 2022

2021

Randomized Self-Organizing Map.

Nicolas P. Rougier, Georgios Is. Detorakis

Neural Comput., 2021

Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference.

Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta

CoRR, 2021

2019

Contrastive Hebbian learning with random feedback weights.

Georgios Detorakis, Travis Bartley, Emre Neftci

Neural Networks, 2019

GAIM: A C++ library for Genetic Algorithms and Island Models.

Georgios Detorakis, Andrew Burton

J. Open Source Softw., 2019

Inherent Weight Normalization in Stochastic Neural Networks.

Georgios Detorakis, Sourav Dutta, Abhishek Khanna, Matthew Jerry, Suman Datta, Emre Neftci

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates.

Hirak Jyoti Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Sustainable computational science: the ReScience initiative.

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

PeerJ Comput. Sci., 2017

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning.

Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci

CoRR, 2017

Robust stabilization of delayed neural fields with partial measurement and actuation.

Antoine Chaillet, Georgios Detorakis, Stéphane Palfi, Suhan Senova

Autom., 2017

Event-driven random backpropagation: Enabling neuromorphic deep learning machines.

Emre Neftci, Charles Augustine, Somnath Paul, Georgios Detorakis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Incremental stability of spatiotemporal delayed dynamics and application to neural fields.

Georgios Detorakis, Antoine Chaillet

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Event-driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines.

Emre Neftci, Charles Augustine, Somnath Paul, Georgios Detorakis

CoRR, 2016

Forward table-based presynaptic event-triggered spike-timing-dependent plasticity.

Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2014

Structure of receptive fields in a computational model of area 3b of primary sensory cortex.

Georgios Detorakis, Nicolas P. Rougier

Frontiers Comput. Neurosci., 2014

Optogenetics to Unravel the Mechanisms of Parkinsonian Symptoms and Optimize Deep Brain Stimulation.

Antoine Chaillet, Diane Da Silva, Georgios Detorakis, Christophe Pouzat, Suhan Senova

ERCIM News, 2014

SPySort: Neuronal Spike Sorting with Python.

Christophe Pouzat, Georgios Detorakis

CoRR, 2014

2013

Cortical plasticity, dynamic neural fields and self-organization. (Plasticité corticale, champs neuronaux dynamiques et auto-organisation).

Georgios Detorakis

PhD thesis, 2013