A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays.
Malte J. RaschDiego MoredaTayfun GokmenManuel Le GalloFabio CartaCindy GoldbergKaoutar El MaghraouiAbu SebastianVijay NarayananPublished in: CoRR (2021)
Keyphrases
- structured prediction
- training set
- focal plane
- training process
- training examples
- probabilistic inference
- training samples
- lightweight
- supervised learning
- data structure
- data sets
- information extraction
- knowledge representation
- real time
- bayesian inference
- bayesian networks
- training algorithm
- imaging systems
- efficient learning
- feature selection
- inference process
- circuit design