Analog-memory-based 14nm Hardware Accelerator for Dense Deep Neural Networks including Transformers.
Atsuya OkazakiPritish NarayananStefano AmbrogioKohji HosokawaHsinyu TsaiAkiyo NomuraTakeo YasudaCharles MackinAlexander M. FrizMasatoshi IshiiYasuteru KohdaKatie SpoonAn ChenAndrea FasoliMalte J. RaschGeoffrey W. BurrPublished in: ISCAS (2022)
Keyphrases
- neural network
- circuit design
- field programmable gate array
- digital circuits
- low cost
- vlsi architecture
- digital computer
- pattern recognition
- hardware and software
- real time
- back propagation
- vlsi implementation
- fault diagnosis
- neural network model
- analog circuits
- artificial neural networks
- computing systems
- parallel implementation
- computer systems
- fuzzy logic
- hardware architecture
- image processing
- silicon on insulator
- hardware implementation
- embedded systems
- multilayer perceptron
- feed forward
- neural nets
- low power
- memory based learning
- data conversion
- analog vlsi
- signal processing