Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited).
Hsinyu TsaiPritish NarayananShubham JainStefano AmbrogioKohji HosokawaMasatoshi IshiiCharles MackinChing-Tzu ChenAtsuya OkazakiAkiyo NomuraIrem BoybatRamachandran MuralidharMartin M. FrankTakeo YasudaAlexander M. FrizYasuteru KohdaAn ChenAndrea FasoliMalte J. RaschStanislaw WozniakJose LuquinVijay NarayananGeoffrey W. BurrPublished in: ISCAS (2023)
Keyphrases
- neural network
- analog circuits
- analog vlsi
- circuit design
- digital circuits
- fault diagnosis
- floating gate
- neural architectures
- neural network model
- pattern recognition
- fuzzy logic
- artificial neural networks
- fuzzy systems
- mixed signal
- genetic algorithm
- memory based learning
- multilayer perceptron
- logic synthesis
- real time
- machine learning
- expert systems
- multi layer
- neural nets
- low power
- self organizing maps