BERTology Meets Biology - Interpreting Attention in Protein Language Models
Explores how BERT models trained on protein sequences learn biological properties, revealing insights into protein structure, binding sites, and biophysical characteristics through attention mechanism analysis.
Whole-Brain Neuroscience in Larval Zebrafish
Explore whole-brain neuroscience in larval zebrafish, examining neuronal circuits, behavior, and advanced techniques for measuring and manipulating brain activity during virtual reality experiments.
Whole-Brain Neuroscience in Larval Zebrafish
Explore whole-brain neuroscience in larval zebrafish, examining neuronal circuits, behavior, and advanced techniques for measuring and manipulating brain activity during virtual reality experiments.
Foundation Models for Enabling Rational Design of Biological Systems - Lecture 3
Explore foundation models for rational design of biological systems with Arvind Ramanathan, advancing understanding in computational biology and system engineering.
Machine Learning for Protein Engineering in Drug Discovery
Discover how machine learning intersects with molecular biology and protein engineering through insights from UC Berkeley Professor Jennifer Listgarten's keynote address on advancing drug discovery innovations.
Accelerate Discovery and Development by Optimizing the Protein Engineering Workflow
Discover advanced techniques for optimizing protein engineering workflows, from gene synthesis to protein expression, with emphasis on enhanced antibody yields and improved codon usage strategies.