7 citations · 15 across the 3 of their papers we have counts for
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stat.ML2018
Adversarial Training for Probabilistic Spiking Neural Networks
Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Classifiers trained using conventional empirical risk minimization or maximum likelihood methods are known to suffer dramatic performance degradations when tested over examples adv…
stat.ML2017
Training Probabilistic Spiking Neural Networks with First-to-spike Decoding
Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Third-generation neural networks, or Spiking Neural Networks (SNNs), aim at harnessing the energy efficiency of spike-domain processing by building on computing elements that opera…