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化能力。

Certain cognitive skills help improve memory naturally. Strengthening focus, logic, language, and emotional control can support better recall, learning, and overall brain health over time.

An innovative and scalable proximity labelling method profiled proteins present in the Caenorhabditis elegans brain during learning, identifying known regulators as well as novel biological pathways.

A preclinical study published in Nature has found evidence that the hippocampus, the brain region that stores memory, also reorganizes memories to anticipate future outcomes. The findings, from ...

Talking to oneself is a trait which feels inherently human - but it’s not just humans who can reap the benefits of such ...

The hippocampus serves as the primary learning and memory center of the brain, but this is not where our memories are held. Rather, memory traces or engrams are represented by the connections between ...

Stressful study sessions help us pass exams, but curiosity promotes long-term understanding and information retention. In A ...

The more you know, the smarter you can be. The more you know about how to memorize, the more you will know. I identify five steps for thinking effectively about how to memorize. Step 1. What NOT to ...