Conversion of a single-layer ANN to photonic SNN for pattern recognition.
Yanan HanShuiying XiangTianrui ZhangYahui ZhangXingxing GuoYuechun ShiPublished in: Sci. China Inf. Sci. (2024)
Keyphrases
- single layer
- pattern recognition
- neural network
- artificial neural networks
- neural nets
- feed forward neural networks
- back propagation
- training algorithm
- hidden layer
- activation function
- multi layer
- nearest neighbor
- feed forward
- multiple layers
- multilayer perceptron
- machine learning
- neural network model
- learning tasks
- fuzzy logic
- image processing
- computer vision
- inter layer
- recurrent neural networks
- fuzzy sets
- high quality
- hopfield neural network
- radial basis function
- knn
- genetic algorithm