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Ting-Chun Liu

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SymbolicLight V1: Spike-Gated Dual-Path Language Modeling at High Activation Sparsity

SymbolicLight V1 is presented, a spike-gated dual-path language model that couples binary Leaky Integrate-and-Fire dynamics with a continuous residual stream that shows no clear accuracy separation across five zero-shot benchmarks.

Ting-Chun Liu · 0 citations