Efficient Uncertainty Estimation in Spiking Neural Networks via MC-dropout

Author:

Sun Tao,Yin Bojian,Bohté Sander

Publisher

Springer Nature Switzerland

Reference27 articles.

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3. Fang, W., Yu, Z., Chen, Y., Masquelier, T., Huang, T., Tian, Y.: Incorporating learnable membrane time constant to enhance learning of spiking neural networks. In: CVPR, pp. 2661–2671 (2021)

4. Gal, Y.: Uncertainty in Deep Learning. Ph.D. thesis, Department of Engineering, University of Cambridge, Cambridge (2016)

5. Gal, Y., Ghahramani, Z.: Dropout as a bayesian approximation: representing model uncertainty in deep learning. In: ICML, pp. 1050–1059. PMLR (2016)

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