A reconfigurable multi-precision quantization-aware nonlinear activation function hardware module for DNNs.
Qi HongZhiming LiuQiang LongHao TongTianxu ZhangXiaowen ZhuYunong ZhaoHua RuYuxing ZhaZiyuan ZhouJiashun WuHongtao TanWeiqiang HongYaohua XuXiaohui GuoPublished in: Microelectron. J. (2024)
Keyphrases
- activation function
- hardware implementation
- low cost
- neural network
- nonlinear functions
- feed forward neural networks
- back propagation
- hidden layer
- artificial neural networks
- field programmable gate array
- feed forward
- feedforward neural networks
- real time
- chaotic neural network
- radial basis function
- sigmoid function
- neural nets
- multilayer perceptron
- basis functions
- training phase
- signal processing
- hidden nodes
- input space
- probabilistic model
- extreme learning machine
- high dimensional
- learning algorithm