Evangelos Stromatias

According to our database, Evangelos Stromatias authored at least 8 papers between 2011 and 2018.

Collaborative distances:

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

2018

Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network.

Amirreza Yousefzadeh, Garrick Orchard, Evangelos Stromatias, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2016

Scalability and robustness of artificial neural networks.

Evangelos Stromatias

PhD thesis, 2016

2015

Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker.

Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker.

Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Supervised learning in Spiking Neural Networks with limited precision: SNN/LP.

Evangelos Stromatias, John S. Marsland

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Optimising the overall power usage on the SpiNNaker neuromimetic platform.

Evangelos Stromatias, Cameron Patterson, Steve B. Furber

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Power analysis of large-scale, real-time neural networks on SpiNNaker.

Evangelos Stromatias, Francesco Galluppi, Cameron Patterson, Steve B. Furber

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2011

Developing a supervised training algorithm for limited precision feed-forward spiking neural networks

Evangelos Stromatias

CoRR, 2011