Hybrid Fixed-Point/Binary Deep Neural Network Design Methodology for Low-Power Object Detection.
Jiun-In GuoChia-Chi TsaiJian-Lin ZengShao-Wei PengEn-Chih ChangPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2020)
Keyphrases
- fixed point
- low power
- design methodology
- neural network
- fuzzy neural network
- power consumption
- low cost
- high speed
- genetically optimized
- sufficient conditions
- dynamical systems
- object oriented
- power dissipation
- design process
- belief propagation
- fuzzy logic
- back propagation
- input output
- fuzzy rules
- artificial neural networks
- design procedure
- multilayer perceptron
- prediction model
- neural nets
- database
- digital signal processing
- genetic algorithm
- formal specification
- pattern recognition
- neural network model
- computer vision
- hidden layer
- feed forward
- object recognition
- membership functions