A 617 TOPS/W All Digital Binary Neural Network Accelerator in 10nm FinFET CMOS.
Phil C. KnagGregory K. ChenHuseyin Ekin SumbulRaghavan KumarMark A. AndersHimanshu KaulSteven K. HsuAmit AgarwalMonodeep KarSeongjong KimRam K. KrishnamurthyPublished in: VLSI Circuits (2020)
Keyphrases
- neural network
- metal oxide semiconductor
- circuit design
- low cost
- cmos technology
- artificial neural networks
- mixed signal
- non binary
- neural nets
- low power
- neural network is trained
- neural network model
- power consumption
- genetic algorithm
- fuzzy logic
- parallel implementation
- silicon on insulator
- cmos image sensor
- vlsi circuits
- analog vlsi
- fuzzy artmap
- feed forward neural networks
- hamming distance
- fault diagnosis
- integrated circuit
- training algorithm
- self organizing maps
- multi layer
- high speed
- real time
- bp neural network
- training process
- back propagation
- learning vector quantization
- infrared
- radial basis function
- pattern recognition
- feed forward
- digital libraries
- multilayer perceptron
- control system
- knn
- digital curves
- prediction model
- network architecture