Evangelos Stromatias
Evangelos Stromatias
Researcher at Medis.nl
Adresse e-mail validée de medis.nl
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An event-driven classifier for spiking neural networks fed with synthetic or dynamic vision sensor data
E Stromatias, M Soto, T Serrano-Gotarredona, B Linares-Barranco
Frontiers in neuroscience 11, 350, 2017
922017
Robustness of spiking deep belief networks to noise and reduced bit precision of neuro-inspired hardware platforms
E Stromatias, D Neil, M Pfeiffer, F Galluppi, SB Furber, SC Liu
Frontiers in neuroscience 9, 222, 2015
902015
Power analysis of large-scale, real-time neural networks on SpiNNaker
E Stromatias, F Galluppi, C Patterson, S Furber
The 2013 international joint conference on neural networks (IJCNN), 1-8, 2013
812013
Scalable energy-efficient, low-latency implementations of trained spiking deep belief networks on spinnaker
E Stromatias, D Neil, F Galluppi, M Pfeiffer, SC Liu, S Furber
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
722015
A framework for plasticity implementation on the SpiNNaker neural architecture
F Galluppi, X Lagorce, E Stromatias, M Pfeiffer, LA Plana, SB Furber, ...
Frontiers in neuroscience 8, 429, 2015
512015
On practical issues for stochastic stdp hardware with 1-bit synaptic weights
A Yousefzadeh, E Stromatias, M Soto, T Serrano-Gotarredona, ...
Frontiers in neuroscience 12, 665, 2018
282018
Benchmarking spike-based visual recognition: a dataset and evaluation
Q Liu, G Pineda-García, E Stromatias, T Serrano-Gotarredona, SB Furber
Frontiers in neuroscience 10, 496, 2016
282016
Breaking the millisecond barrier on SpiNNaker: implementing asynchronous event-based plastic models with microsecond resolution
X Lagorce, E Stromatias, F Galluppi, LA Plana, SC Liu, SB Furber, ...
Frontiers in neuroscience 9, 206, 2015
252015
Supervised learning in spiking neural networks with limited precision: Snn/lp
E Stromatias, JS Marsland
2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015
112015
Live demonstration: handwritten digit recognition using spiking deep belief networks on SpiNNaker
E Stromatias, D Neil, F Galluppi, M Pfeiffer, SC Liu, S Furber
2015 IEEE International Symposium on Circuits and Systems (ISCAS), 1901-1901, 2015
102015
Developing a supervised training algorithm for limited precision feed-forward spiking neural networks
E Stromatias
arXiv preprint arXiv:1109.2788, 2011
82011
Hybrid neural network, an efficient low-power digital hardware implementation of event-based artificial neural network
A Yousefzadeh, G Orchard, E Stromatias, T Serrano-Gotarredona, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
72018
The 2013 International Joint Conference on Neural Networks (IJCNN)
E Stromatias, D Neil, F Galluppi, M Pfeiffer, SC Liu, S Furber
52013
Scalability and robustness of artificial neural networks
E Stromatias
PQDT-UK & Ireland, 2016
42016
An event-based classifier for dynamic vision sensor and synthetic data
E Stromatias, M Soto, MT Serrano Gotarredona, B Linares Barranco
Frontiers in Neuroscience, 11 (artículo 360), 2017
22017
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12020
Optimising the overall power usage on the SpiNNaker neuromimetic platform
E Stromatias, C Patterson, S Furber
2014 International Joint Conference on Neural Networks (IJCNN), 4280-4287, 2014
12014
Neuron circuit, system, and method with synapse weight learning
B Linares-barranco, A Yousefzadeh, E Stromatias, T Serrano-gotarredona
US Patent App. 16/181,850, 2019
2019
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