Optical Neural Networks with Tensor Compression and Photonic Memory.
Xian XiaoStanley CheungBassem TossounThomas Van VaerenberghGeza KurczveilRaymond G. BeausoleilPublished in: OFC (2024)
Keyphrases
- neural network
- physical characteristics
- random access
- auto associative
- pattern recognition
- high order
- memory usage
- compression scheme
- higher order
- solid state
- image compression
- memory requirements
- artificial neural networks
- fuzzy logic
- computing power
- associative memory
- data compression
- multi layer
- neural network model
- main memory
- fault diagnosis
- memory size
- low memory
- memory space
- compressed data
- dimensionality reduction
- genetic algorithm
- recurrent neural networks
- tensor product
- image processing
- compression rate
- lossless compression
- compression algorithm
- compression ratio