QuantaSpike: Short-Window Spike-Driven Quantization for Large Language Models.

arXiv:2609.34259v1 Announce Type: new Abstract: Large language models (LLMs) achieve strong performance across many tasks but rely on dense multiply-accumulate (MAC) operations during inference, resulting in high energy cost. Spiking neural networks (SNNs) off