Temporal Context in Brains and AI: Understanding Long-term Working Memory

Watch a 54-minute lecture exploring the fascinating parallels between neural mechanisms and artificial intelligence in processing temporal context and long-term working memory. Delve into the complex mechanisms of fast electrical signaling in neurons while examining the less understood aspects of long-term working memory crucial for cognition. Learn how the brain processes temporal context during activities like lecture comprehension and reading, where meaning depends on linking information across time. Examine the challenges in explaining neural mechanisms for long-term working memory and discover potential insights from transformer models in AI that might illuminate how brains encode temporal context over extended periods. Through examples of lecture comprehension and reading processes, understand how temporal context influences cognitive behaviors such as thinking and planning, drawing connections between biological neural networks and artificial intelligence systems.