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Template:Differentiable computing

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Differentiable computing

Differentiable programming
Neural Turing machine
Differentiable neural computer
Automatic differentiation
Neuromorphic engineering
Cable theory
Pattern recognition
Computational learning theory
Tensor calculus

Concepts

Gradient descent
- SGD
Clustering
Regression
- Overfitting
Adversary
Attention
Convolution
Loss functions
Backpropagation
Normalization
Activation
Regularization
Datasets
- Augmentation

Programming languages

Python
Julia

Application

Machine learning
Artificial neural network
- Deep learning
Scientific computing
Artificial Intelligence

Hardware

IPU
TPU
VPU
Memristor
SpiNNaker

Software library

TensorFlow
PyTorch
Keras
Theano

Implementation

Audio-visual	AlexNet WaveNet Human image synthesis HWR OCR Speech synthesis Speech recognition Facial recognition AlphaFold DALL-E
Verbal	Word2vec Transformer BERT NMT Project Debater Watson GPT-2 GPT-3
Decisional	AlphaGo Q-learning SARSA OpenAI Five Self-driving car MuZero Action selection Robot control

People

Alex Graves
Ian Goodfellow
Yoshua Bengio
Geoffrey Hinton
Yann LeCun
Andrew Ng
Demis Hassabis
David Silver
Fei-Fei Li

Organizations

DeepMind
OpenAI
MIT CSAIL
Mila
Google Brain
FAIR

Portals
- Computer programming
- Technology
Category
- Artificial neural networks
- Machine learning

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