Differentiable hierarchical and surrogate gradient search for spiking neural networks

Kaiwei Che, Luziwei Leng, Kaixuan Zhang, Jianguo Zhang, Qinghu Meng, Jie Cheng, Qinghai Guo, Jianxing Liao. Differentiable hierarchical and surrogate gradient search for spiking neural networks. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Authors

Kaiwei Che

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Luziwei Leng

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Kaixuan Zhang

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Jianguo Zhang

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Qinghu Meng

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Jie Cheng

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Qinghai Guo

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Jianxing Liao

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