Search Results for author: Shengjie Zheng

Found 5 papers, 1 papers with code

The Brain-Inspired Decoder for Natural Visual Image Reconstruction

1 code implementation18 Jul 2022 Wenyi Li, Shengjie Zheng, Yufan Liao, Rongqi Hong, Weiliang Chen, Chenggnag He, Xiaojian Li

In this paper, we propose a deep learning neural network architecture with biological properties to reconstruct visual image from spike trains.

Image Reconstruction

An Adaptive Contrastive Learning Model for Spike Sorting

no code implementations24 May 2022 Lang Qian, Shengjie Zheng, Chunshan Deng, Cheng Yang, Xiaojian Li

But for BCIs used in neuroscience research, it is important to separate out the activity of individual neurons.

Classification Contrastive Learning +1

An Introductory Review of Spiking Neural Network and Artificial Neural Network: From Biological Intelligence to Artificial Intelligence

no code implementations9 Apr 2022 Shengjie Zheng, Lang Qian, Pingsheng Li, Chenggang He, Xiaoqin Qin, Xiaojian Li

This review introduces the following sections, the biological background of spiking neurons and the theoretical basis, different neuronal models, the connectivity of neural circuits, the mainstream neural network learning mechanisms and network architectures, etc.

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