Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices.
Katie SpoonHsinyu TsaiAn ChenMalte J. RaschStefano AmbrogioCharles MackinAndrea FasoliAlexander M. FrizPritish NarayananMilos StanisavljevicGeoffrey W. BurrPublished in: Frontiers Comput. Neurosci. (2021)
Keyphrases
- neural network
- high accuracy
- fuzzy logic
- fault diagnosis
- genetic algorithm
- pattern recognition
- prediction accuracy
- computational cost
- hardware platforms
- software maintenance
- error rate
- classification accuracy
- software development
- control system
- mobile devices
- software architecture
- main memory
- embedded systems
- computational complexity
- signal processing
- power system
- software systems
- expert systems
- software tools
- limited memory
- heterogeneous systems
- data structure