Medical Image Classification Using Light-Weight CNN With Spiking Cortical Model Based Attention Module

Author:

Zhou Quan1ORCID,Huang Zhiwen1ORCID,Ding Mingyue1ORCID,Zhang Xuming1ORCID

Affiliation:

1. Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Reference57 articles.

1. The MNIST database of handwritten digits, 1998;lecun,1998

2. Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

3. ImageNet: A large-scale hierarchical image database

4. Adam: A method for stochastic optimization;kingma,2017

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