Optimizing Recurrent Spiking Neural Networks with Small Time Constants for Temporal Tasks

Yuan Zeng, Edward Jeffs, Terrence C. Stewart, Yevgeny Berdichevsky, Xiaochen Guo. Optimizing Recurrent Spiking Neural Networks with Small Time Constants for Temporal Tasks. In Thomas E. Potok, Catherine D. Schuman, Melika Payvand, Prasanna Date, Shruti Kulkarni, Yiran Chen 0001, Robinson E. Pino, Brad Aimone, Mutsumi Kimura, Gregory Cohen, David Whittaker, Gordon Hirsch Wilson, editors, ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27 - 29, 2022. ACM, 2022. [doi]

Abstract

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