Neuron State Updates

*_step 表示一次完整状态更新。*_multi_step 仅表示具有独立序列实现的路径； backend 专用路径在函数名中标明 backend。

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*_step denotes one complete state update. *_multi_step is reserved for an independently implemented sequence path, with backend-specific paths naming the backend explicitly.