Towards large language models with human-like episodic memory

2025/07/26 by Cody Dong, Cody V. Dong, Qihong Lu +2 · 1 voice · 7 citations
Computer Science · Neuroscience · Psychology · #Cognition #Cognitive psychology #Cognitive science #Domain Adaptation and Few-Shot Learning #Episodic memory #Human Pose and Action Recognition #Human memory #Multimodal Machine Learning Applications #Neuroscience #Psychology #Semantic memory

paper · doi:10.1016/j.tics.2025.06.016

published in Trends in Cognitive Sciences 29(10), 928-941 (Elsevier BV)

openalex publication_date 2025/07/26 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/15

Cited by

• Black-Mamba: Biologically-Inspired Leaky Accumulation for Conceptual Knowledge under Distribution Drift
• Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents
• Simulating Human Memory with Language Models
• Why the Brain Consolidates: Predictive Forgetting for Optimal Generalisation
• Position: Modular Memory is the Key to Continual Learning Agents
• What does it mean to understand language?
• Oscillations and Boundaries in My Route Through the Hippocampal Cognitive Map. [europepmc]

Discussions

• New paper led by @codydong.bsky.social now out in @cp-trendscognsci.bsky.social, exploring the relationship between memory-augmented LLMs and human episodic memory – see Cody’s post below for a short [bsky, 21 points, 1 comments]