大语言模型（LLM）智能体在长周期推理任务中面临根本性限制，这主要源于有限的上下文窗口，使得有效的记忆管理变得至关重要。现有方法通常将长期记忆（LTM）和短期记忆（STM）作为独立组件处理，依赖于启发式规则或辅助控制器，这严重限制了自适应性和端到端优 ...

Memory can be broken down into multiple types, including long-term memory, short-term memory, explicit and implicit memory, and working memory. Memory is a process in your brain that enables you to ...

Illustration of the similarity between a CuMnAs-based antiferromagnetic analog memory device and a biological synapse. As electronic devices generate increasing amounts of waste heat, interest in ...