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Lihong Cao

2 accepted papers

2023

BIFRNet: A Brain-Inspired Feature Restoration DNN for Partially Occluded Image Recognition

AAAI 2023technical

The partially occluded image recognition (POIR) problem has been a challenge for artificial intelligence for a long time. A common strategy to handle the POIR problem is using the non-occluded features for classification. Unfortunately, this strategy will lose effectiveness when the image is severel…

2023

Extracting the Brain-Like Representation by an Improved Self-Organizing Map for Image Classification

ICASSP 2023accepted

Backpropagation-based supervised learning has achieved great success in computer vision tasks. However, its biological plausibility is always controversial. Recently, the bioinspired Hebbian learning rule (HLR) has received extensive attention. Self-Organizing Map (SOM) uses the competitive HLR to e…

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