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08/04/2023
Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks
Direct training of Spiking Neural Networks (SNNs) on neuromorphic hardwa...
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06/23/2023
Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition
Video analysis is a computer vision task that is useful for many applica...
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03/03/2023
AdvART: Adversarial Art for Camouflaged Object Detection Attacks
A majority of existing physical attacks in the real world result in cons...
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05/26/2022
2D versus 3D Convolutional Spiking Neural Networks Trained with Unsupervised STDP for Human Action Recognition
Current advances in technology have highlighted the importance of video ...
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12/24/2020
Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction
Video facial expression recognition is useful for many applications and ...
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02/24/2020
Improving STDP-based Visual Feature Learning with Whitening
In recent years, spiking neural networks (SNNs) emerge as an alternative...
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05/26/2019
What is the relationship between face alignment and facial expression recognition?
Face expression recognition is still a complex task, particularly due to...
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04/30/2019
Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation
Although much progress has been made in the facial expression analysis f...
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04/25/2019
Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements
Optical flow techniques are becoming increasingly performant and robust ...
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04/03/2019
Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP
Spiking neural networks (SNNs) are good candidates to produce ultra-ener...
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01/14/2019