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09/18/2023
Adaptive Reorganization of Neural Pathways for Continual Learning with Hybrid Spiking Neural Networks
The human brain can self-organize rich and diverse sparse neural pathway...
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09/11/2023
Brain-inspired Evolutionary Architectures for Spiking Neural Networks
The complex and unique neural network topology of the human brain formed...
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08/09/2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks
Children possess the ability to learn multiple cognitive tasks sequentia...
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04/21/2023
Emergence of Brain-inspired Small-world Spiking Neural Network through Neuroevolution
Human brain is the product of evolution during hundreds over millions of...
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03/31/2023
Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks
The architecture design and multi-scale learning principles of the human...
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01/18/2023
Multi-compartment Neuron and Population Encoding improved Spiking Neural Network for Deep Distributional Reinforcement Learning
Inspired by the information processing with binary spikes in the brain, ...
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01/07/2023
A Brain-inspired Memory Transformation based Differentiable Neural Computer for Reasoning-based Question Answering
Reasoning and question answering as a basic cognitive function for human...
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11/23/2022
Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks
Developmental plasticity plays a prominent role in shaping the brain's s...
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11/22/2022
