arXiv · Neural and Evolutionary Computing· Zongyu Li, Akito Yamauchi, Huaizhi Liu, Vishwanatha Rao, Jia Guo, for the Frontotemporal Lobar Degeneration Neuroimaging Initiative, for the Alzheimer's Disease Neuroimaging Initiative·· 4 hr agoAI score36
从果蝇视觉连接组到通用计算机视觉：FlyVision 架构与 ConnectomeX
From the Drosophila Visual Connectome to General-Purpose Computer Vision
AI brief
研究者提出 ConnectomeX 框架及可训练架构 FlyVision，保留生物视觉的 ON/OFF 并行处理、循环计算与群体图交互。FlyVision 以 80,608 参数在 MNIST 达 99.34% 准确率，ImageNet-1K 上 Large 模型以 3.7M 参数达 66.25% top-1；22 类皮肤病基准达 95.28% macro-AUROC。
Source: arXiv · Neural and Evolutionary Computing · arxiv.org