Mechanistic and Attributional Interpretability in Neuroscience

In this seminar, we will briefly discuss basic terminology in mechanistic interpretability, examine different sparse auto-encoder (SAEs) architectures and techniques beyond SAEs, and explore examples of LLMs applied in neuroscience, as well as how mechanistic interpretability and attribution methods can be combined to identify new patterns.