Reducing the Spike Rate in Deep Spiking Neural Networks

Author:

Fontanini Riccardo1,Esseni David1,Loghi Mirko1

Affiliation:

1. DPIA, Università degli Studi di Udine, Italy

Publisher

ACM

Reference22 articles.

1. Sander M. Bohté Joost N. Kok and Han La Poutré. 2000. SpikeProp: backpropagation for networks of spiking neurons. In ESANN (Bruges (Belgium)). 419–424. Sander M. Bohté Joost N. Kok and Han La Poutré. 2000. SpikeProp: backpropagation for networks of spiking neurons. In ESANN (Bruges (Belgium)). 419–424.

2. A gradient descent rule for spiking neurons emitting multiple spikes

3. Erika Covi , Elisa Donati , Xiangpeng Liang , David Kappel , Hadi Heidari , Melika Payvand , and Wei Wang . 2021. Adaptive Extreme Edge Computing for Wearable Devices. Frontiers in Neuroscience 15 ( 2021 ). https://doi.org/10.3389/fnins.2021.611300 10.3389/fnins.2021.611300 Erika Covi, Elisa Donati, Xiangpeng Liang, David Kappel, Hadi Heidari, Melika Payvand, and Wei Wang. 2021. Adaptive Extreme Edge Computing for Wearable Devices. Frontiers in Neuroscience 15 (2021). https://doi.org/10.3389/fnins.2021.611300

4. Wulfram Gerstner and Werner  M. Kistler . 2002. Spiking Neuron Models: Single Neurons , Populations, Plasticity . Cambridge University Press . https://doi.org/10.1017/CBO978051 1815 706 10.1017/CBO9780511815706 Wulfram Gerstner and Werner M. Kistler. 2002. Spiking Neuron Models: Single Neurons, Populations, Plasticity. Cambridge University Press. https://doi.org/10.1017/CBO9780511815706

5. A quantitative description of membrane current and its application to conduction and excitation in nerve

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