Evangelos Stromatias

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 1

Top Topics

Deep Belief Networks

Biologically Inspired

Top Venues

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Amirreza Yousefzadeh, Garrick Orchard, Evangelos Stromatias, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Hybrid Neural Network, An Efficient Low-Power Digital Hardware Implementation of Event-based Artificial Neural Network. ISCAS (2018)
Evangelos Stromatias, John S. Marsland
Supervised learning in Spiking Neural Networks with limited precision: SNN/LP. IJCNN (2015)
Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber
Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker. IJCNN (2015)
Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber
Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker. ISCAS (2015)
Evangelos Stromatias, John S. Marsland
Supervised learning in Spiking Neural Networks with Limited Precision: SNN/LP. CoRR (2014)
Evangelos Stromatias, Cameron Patterson, Steve B. Furber
Optimising the overall power usage on the SpiNNaker neuromimetic platform. IJCNN (2014)
Evangelos Stromatias, Francesco Galluppi, Cameron Patterson, Steve B. Furber
Power analysis of large-scale, real-time neural networks on SpiNNaker. IJCNN (2013)
Evangelos Stromatias
Developing a supervised training algorithm for limited precision feed-forward spiking neural networks CoRR (2011)