Joint Design of Training and Hardware Towards Efficient and Accuracy-Scalable Neural Network Inference.
Xin HeWenyan LuGuihai YanXuan ZhangPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2018)
Keyphrases
- neural network
- training algorithm
- prediction accuracy
- low cost
- embedded systems
- training process
- design process
- computational cost
- high accuracy
- feedforward neural networks
- control unit
- lightweight
- digital circuits
- efficient implementation
- hardware implementation
- feed forward neural networks
- highly scalable
- bayesian networks
- circuit design
- hardware design
- user interface
- single chip
- training program
- training set
- computer architecture
- multi layer perceptron
- highly efficient
- real time
- test set
- error rate
- bit rate
- classification accuracy