300-Gbit/s/λ PAM8 Modulation with a Silicon Microring Modulator using Long Short Term Memory Regression and Deep Neural Network Classification.
Tun-Yao HungDavid W. U. ChanChing-Wei PengChi-Wai ChowChien-Hung YehHon Ki TsangPublished in: OFC (2024)
Keyphrases
- neural network
- pattern recognition
- recurrent neural networks
- support vector
- learning vector quantization
- classification accuracy
- artificial neural networks
- pattern classification
- long short term memory
- feature vectors
- support vector machine
- regression model
- regression problems
- nearest neighbour
- decision trees
- multi layer perceptron
- high density
- class labels
- classification method
- classification and regression trees
- multi variate
- classification and regression problems
- text classification
- genetic algorithm
- low cost
- image classification
- classification algorithm
- model selection
- back propagation
- low power
- training process
- incremental learning
- support vector machine svm
- high speed
- feed forward
- supervised learning
- training set
- numeric values
- feature space
- neural network model