Search Results for author: Xiurui Xie

Found 2 papers, 2 papers with code

ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling

1 code implementation23 Oct 2023 Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang

In this paper, we propose an efficient spiking variational autoencoder (ESVAE) that constructs an interpretable latent space distribution and design a reparameterizable spiking sampling method.

Decoder Image Generation

Human-Level Control through Directly-Trained Deep Spiking Q-Networks

1 code implementation13 Dec 2021 Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang

Specifically, we propose a directly-trained deep spiking reinforcement learning architecture based on the Leaky Integrate-and-Fire (LIF) neurons and Deep Q-Network (DQN).

Atari Games reinforcement-learning +1

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