Spike Codec & Loss Pack
by sovr610
This skill should be used when the user asks to "encode spikes", "decode spike trains", "add spike encoding", "implement rate coding", "implement latency coding", "implement TTFS", "add population coding", "add delta modulation", "decode spike counts", "first-spike decoding", "population decoding", "add SNN loss", "implement ProbSpikes", "spike rate regularization", "ISI regularization", "temporal consistency loss", "membrane regularization", "SNN loss pack", "loss composition", "spike-count cross-entropy", "AMP hardening for SNN", "mixed precision SNN", "spike tensor convention", "axis convention batch-first", "SpikeBatch", "deterministic inference for encoders", "round-trip encoding test", or mentions spike I/O semantics, SNN training objectives, or encoding/decoding pipelines for spiking neural networks.