{"id":8020,"date":"2026-01-15T05:47:00","date_gmt":"2026-01-14T20:47:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8020"},"modified":"2026-01-11T07:33:11","modified_gmt":"2026-01-10T22:33:11","slug":"ai-meets-brain-memory-systems-from-cognitive-neuroscience-to-autonomous-agents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8020","title":{"rendered":"AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents\u00a0<\/strong>[69.4]<br>\u30e1\u30e2\u30ea\u306f\u904e\u53bb\u3068\u672a\u6765\u306e\u91cd\u8981\u306a\u30cd\u30af\u30b5\u30b9\u30d6\u30ea\u30c3\u30b8\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002 \u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u95a2\u3059\u308b\u6700\u8fd1\u306e\u7814\u7a76\u306f\u3001\u8a8d\u77e5\u795e\u7d4c\u79d1\u5b66\u306b\u57fa\u3065\u3044\u3066\u52b9\u7387\u7684\u306a\u8a18\u61b6\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u306b\u96c6\u4e2d\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.23343v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.23343v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 29 Dec 2025 10:01:32 GMT)<\/li>\n\n\n\n<li>\u7814\u7a76\u958b\u767a\u304c\u6025\u901f\u306b\u9032\u3080Memory\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3001\u300cwe first elucidate the definition and function of memory along a progressive trajectory from cognitive neuroscience through LLMs to agents. We then provide a comparative analysis of memory taxonomy, storage mechanisms, and the complete management lifecycle from both biological and artificial perspectives. Subsequently, we review the mainstream benchmarks for evaluating agent memory. Additionally, we explore memory security from dual perspectives of attack and defense. Finally, we envision future research directions, with a focus on multimodal memory systems and skill acquisition\u300d<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/AgentMemory\/Huaman-Agent-Memory\">GitHub &#8211; AgentMemory\/Huaman-Agent-Memory<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[244,387],"class_list":["post-8020","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-memory","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8020","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8020"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8020\/revisions"}],"predecessor-version":[{"id":8021,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8020\/revisions\/8021"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8020"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8020"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8020"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}