Emergence of Orientation Pinwheels in a Self-Evolving Spiking Neural Network: Enhancing Visual Coding Efficiency and Reliability
Haixin Zhong, Haoyu Wang, Mingyi Huang, Wei Dai, Yuchao Huang, Mengyao An, Anna Wang Roe, Yuguo Yu
This study introduces a self-evolving spiking neural network that forms pinwheel structures, showing improved visual coding efficiency and reliability through sparse coding and synaptic plasticity.
bioRxiv · Mar 8, 2024 · PreprintNeuroscience