Journal Articles by M. Al-Shedivat


E. O. Neftci, B. U. Pedroni, S. Joshi, M. Al-Shedivat, and G. Cauwenberghs
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines
Frontiers in Neuroscience, 10(241), 2016
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Conference Papers


R. Naous, M. Al-Shedivat, E. Neftci, G. Cauwenberghs, and K. N. Salama
Stochastic synaptic plasticity with memristor crossbar arrays
Circuits and Systems (ISCAS), 2016 IEEE International Symposium on, 2016
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M. Al-Shedivat, E. Neftci, and G. Cauwenberghs
Neural generative models with stochastic synapses capture richer representations
Cosyne Abstracts, 2015
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M. Al-Shedivat, E. Neftci, and G. Cauwenberghs
Learning Non-deterministic Representations with Energy-based Ensembles
arXiv preprint arXiv:1412.7272, 2015
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M. Al-Shedivat, R. Naous, E. Neftci, G. Cauwenberghs, and K. Salama
Inherently Stochastic Spiking Neurons for Probabilistic Neural Computation
IEEE EMBS Conference on Neural Engineering, 2015
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