convolutional neural networks
An earlier type of machine learning system that showed some progress in protein structure prediction but was surpassed by newer architectures.
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Videos Mentioning convolutional neural networks
Yann LeCun: Deep Learning, ConvNets, and Self-Supervised Learning | Lex Fridman Podcast #36
Lex Fridman
Yann LeCun is considered a founding father of CNNs, particularly their application to optical character recognition.
Efficient Computing for Deep Learning, Robotics, and AI (Vivienne Sze) | MIT Deep Learning Series
Lex Fridman
A class of deep neural networks, commonly used for image processing, characterized by sparsely connected weight sharing.
Dileep George: Brain-Inspired AI | Lex Fridman Podcast #115
Lex Fridman
A type of neural network with feed-forward processing cascades for feature detection and pooling, which Dileep George contrasts with RCN.
Nobel Laureate John Jumper: AI is Revolutionizing Scientific Discovery
Y Combinator
An earlier type of machine learning system that showed some progress in protein structure prediction but was surpassed by newer architectures.
Diego Saez Gil - How Pachama Uses Tech to Solve Climate Change
Y Combinator
A deep learning technique used by Pachama to analyze lidar data and predict carbon storage in forests.
Transformers Explained: The Discovery That Changed AI Forever
Y Combinator
A type of neural network architecture that was dominant in computer vision tasks, contrasting with RNNs used in NLP.
Work at a Startup Expo 2019
Y Combinator
Technology used by Aethelas to segment and classify cell types for complete blood counts, demonstrating advanced application of AI in healthcare.