transformers
8 episodes mention this concept
lexfridmanDec 2, 2020DeepMind's AlphaFold 2: Solving Protein Folding and Its Profound Impact on AI and Life Sciences
ScienceProtein FoldingAlphaFold 2Structural BiologyX-ray Crystallography- lexfridmanMay 10, 2020
The Unification of AI Modalities: Vision, Language, and Reinforcement Learning, and the Elusive Definition of 'Hardness' in AI
TechnologyDeep LearningComputer VisionNatural Language Processing (NLP)Reinforcement Learning (RL) - lexfridmanMay 8, 2020
Ilya Sutskever on the Deep Learning Revolution, AI's Unity, and the Future of Intelligence
TechnologyDeep Learning RevolutionNeural NetworksBackpropagationHessian-free optimizer - lexfridmanJan 23, 2020
Efficient Computing for Deep Learning, Robotics, and AI: Bridging the Energy Gap
TechnologyEnergy-efficient computingHigh-performance systemsDeep neural networks (DNNs)Edge computing - lexfridmanJan 10, 2020
Deep Learning: State of the Art in 2020, Key Advancements, Limitations, and Future Research
TechnologyDeep LearningNeural NetworksPerceptron (single-layer, multi-layer)Backpropagation - lexfridmanSep 1, 2019
Yann LeCun on Neural Networks, Reasoning, and the Future of AI Architectures
TechnologyNeural networksReasoning (AI)Prior structure (AI)Gradient-based learning - lexfridmanAug 31, 2019
Yann LeCun on Deep Learning's Foundations, AI Reasoning, and Ethical Alignment
TechnologyDeep LearningConvolutional Neural Networks (ConvNets)Value MisalignmentObjective Functions - lexfridmanJun 3, 2019
TensorFlow's Evolution: From Google Brain's Inception to a Global Open-Source ML Ecosystem
TechnologyDeep LearningTensorFlowOpen SourceGoogle Brain
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