Resource-efficient VLSI Architecture of Softmax Activation Function for Real-time Inference in Deep Learning Applications.
Akash TherBinit Kumar PanditAnirban GangulyAnirban ChakrabortyAyan BanerjeePublished in: ISDCS (2023)
Keyphrases
- vlsi architecture
- activation function
- deep learning
- real time
- neural network
- vlsi implementation
- low complexity
- feed forward
- artificial neural networks
- neural nets
- low power
- back propagation
- machine learning
- learning rate
- multilayer perceptron
- basis functions
- training phase
- bayesian networks
- low cost
- unsupervised learning
- network architecture
- radial basis function
- high speed
- multi layer perceptron
- training data
- hidden nodes
- dimensionality reduction