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Binary Spiking Neural Networks as Causal Models
二元脉冲神经网络如何从结构上实现因果建模，这篇论文给出了理论框架与可行路径
arXiv:2604.27007v2 Announce Type: replace Abstract: We provide a causal analysis of Binary Spiking Neural Networks (BSNNs) to explain their behavior. …
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How to breathe life back into brain theory
Nature发文探讨如何为脑理论注入新活力，颠覆传统认知。
Nature, Published online: 25 May 2026; doi:10.1038/d41586-026-01619-0 Neuroscience needs to stop treating the brain as if it is a computer.
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BrainDyn: A Sheaf Neural ODE for Generative Brain Dynamics
结合层代数与神经ODE，实现高保真脑动力学生成，为脑科学计算建模开辟新路径。
arXiv:2605.19324v1 Announce Type: new Abstract: Efficient neural network models that generate brain-like dynamic activity can be a valuable resource f…