Neural Network

Stephen Wolfram: Computational Universe | MIT 6.S099: Artificial General Intelligence (AGI)

Lex Fridman

Wolfram expressed early interest in neural networks in the 1980s but couldn't get interesting results. Later, he revisited the idea, realizing computation alone could be sufficient for AI.

Jeremy Howard: fast.ai Deep Learning Courses and Research | Lex Fridman Podcast #35

Lex Fridman

A core concept in deep learning, referring to computational models inspired by biological neural networks, capable of learning from data.

Andrew Ng: Advice on Getting Started in Deep Learning | AI Podcast Clips

Lex Fridman

A core concept in deep learning, referring to a system inspired by the biological brain that learns from data. The specialization teaches how to build and train them.

Ilya Sutskever: OpenAI Meta-Learning and Self-Play | MIT Artificial General Intelligence (AGI)

Lex Fridman

A computational model inspired by the structure of the human brain, used extensively in deep learning for pattern recognition and decision-making.

Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52

Lex Fridman

A structure used in deep learning that employs piecewise linear functions with folds to create complex, realistic models for mapping inputs to outputs.

Charan Ranganath: Human Memory, Imagination, Deja Vu, and False Memories | Lex Fridman Podcast #430

Lex Fridman

Models used to illustrate how the brain processes information and how memories are distributed across neurons.

The Art of Learning & Living Life | Josh Waitzkin

Andrew Huberman

MIT 6.S094: Deep Reinforcement Learning for Motion Planning

Lex Fridman

A type of machine learning algorithm, inspired by the brain, that has proven highly successful and forms the core of many AI applications.

Torch Tutorial (Alex Wiltschko, Twitter)

Lex Fridman

A computational model inspired by the structure and function of biological neural networks, used for tasks like classification and prediction.

Noam Brown: AI vs Humans in Poker and Games of Strategic Negotiation | Lex Fridman Podcast #344

Lex Fridman

AI models that help generalize from similar situations in poker to decide on actions, especially critical given the vast number of decision points in the game.