Computational Models Courses
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube The Parallelism Tradeoff: Understanding Transformer Expressivity Through Circuit Complexity
Simons Institute via YouTube Limitations of Attention Mechanism in Transformers - Implications for Generalization and Optimization
Simons Institute via YouTube On the Tradeoffs of State Space Models vs. Transformers
Simons Institute via YouTube Transformers as a Computational Model
Simons Institute via YouTube Exact Solutions to the Geometric Dynamics of Signal Propagation Through Transformers
Simons Institute via YouTube Language Generation in the Limit - Transformers as a Computational Model
Simons Institute via YouTube Computational Benefits and Limitations of Transformers and State-Space Models
Simons Institute via YouTube The Emergence of Clusters in Self-Attention Dynamics
Simons Institute via YouTube Interpretability Agents: Automating and Scaling Model Interpretation
Simons Institute via YouTube