2025
PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
NeurIPS 2025poster
While Large Language Models (LLMs) demonstrate strong performance across domains, their long-context capabilities are limited by transient neural activations causing information decay and unstructured feed-forward network (FFN) weights leading to semantic fragmentation. Inspired by the brain’s worki…