A 617-TOPS/W All-Digital Binary Neural Network Accelerator in 10-nm FinFET CMOS.
Phil C. KnagGregory K. ChenHuseyin Ekin SumbulRaghavan KumarSteven K. HsuAmit AgarwalMonodeep KarSeongjong KimMark A. AndersHimanshu KaulRam K. KrishnamurthyPublished in: IEEE J. Solid State Circuits (2021)
Keyphrases
- neural network
- metal oxide semiconductor
- circuit design
- artificial neural networks
- cmos technology
- low cost
- pattern recognition
- back propagation
- cmos image sensor
- mixed signal
- nm technology
- non binary
- silicon on insulator
- feed forward neural networks
- network architecture
- fuzzy logic
- high speed
- power consumption
- learning vector quantization
- real time
- learning algorithm
- multi class
- neural network is trained
- fuzzy artmap
- digital content
- parallel processing
- digital curves
- bp neural network
- low power
- activation function
- integrated circuit
- training algorithm