A Non-fully-Connected Spiking Neural Network with STDP for Solving a Classification Task-Reference-Cited by-同舟云学术

A Non-fully-Connected Spiking Neural Network with STDP for Solving a Classification Task

Published:2020 Issue: Volume: Page:223-229
ISSN:2211-0984
Container-title:Advanced Technologies in Robotics and Intelligent Systems
language:
Short-container-title:

Author:

Sboev A.,Rybka R.,Serenko A.,Vlasov D.

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-030-33491-8_27

Reference21 articles.

1. Saïghi, S., Mayr, C.G., Serrano-Gotarredona, T., Schmidt, H., Lecerf, G., Tomas, J., Grollier, J., Boyn, S., Vincent, A.F., Querlioz, D., La Barbera, S., Alibart, F., Vuillaume, D., Bichler, O., Gamrat, C., Linares-Barranco. B.: Plasticity in memristive devices for spiking neural networks. Front. Neurosci. 9(MAR), 51 (32 pp.) (2015)

2. Merolla, P.A., Arthur, J.V., Alvarez-Icaza, R., Cassidy, A.S., Sawada, J., Akopyan, F., Jackson, B.L., Imam, N., Guo, C., Nakamura, Y., Brezzo, B., Vo, I., Esser, S.K., Appuswamy, R., Taba, B., Amir, A., Flickner, M.D., Risk, W.P., Manohar, R., Modha, D.S.: A million spiking-neuron integrated circuit with a scalable communication network and interface. Science 345(6197), 668–673 (2014)

3. Esser, S.K., Merolla, P.A., Arthur, J.V., Cassidy, A.S., Appuswamy, R., Andreopoulos, A., Berg, D.J., McKinstry, J.L., Melano, T., Barch, D.R., Di Nolfo, C., Datta, P., Amir, A., Taba, B., Flickner, M.D., Modha, D.S.: Convolutional networks for fast, energy-efficient neuromorphic computing. Proc. Natl. Acad. Sci. U. S. A. 113(41), 11441–11446 (2016)

4. Tavanaei, A., Maida, A.S.: Bio-inspired spiking convolutional neural network using layer-wise sparse coding and STDP learning. https://arxiv.org/abs/1611.03000 (2016)

5. Mozafari, M., Ganjtabesh, M., Nowzari-Dalini, A., Thorpe, S.J., Masquelier, T.: Combining STDP and reward-modulated STDP in deep convolutional spiking neural networks for digit recognition. https://www.reddit.com/r/MachineLearning/comments/8v5lrk/r_combining_stdp_and_rewardmodulated_stdp_in_deep/ (2018)

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. STDP and Competition Learning in Spiking Neural Networks and its application to Image Classification;2021 8th International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS);2021-12-10