Hardware Aware Spiking Neural Network Training and Its Mixed-Signal Implementation for Non-Volatile In-Memory Computing Accelerators.
Alptekin VardarAamir MunirNellie LaleniSourav DeThomas KämpfePublished in: ICECS (2023)
Keyphrases
- neural network training
- computing platform
- analog to digital converter
- mixed signal
- computing systems
- single chip
- main memory
- low power
- hardware implementation
- field programmable gate array
- training algorithm
- vlsi circuits
- graphics processing units
- real time
- low cost
- neural network
- efficient implementation
- feed forward
- circuit design
- control system
- artificial neural networks
- cmos technology
- instruction set
- feature space
- image processing
- feature selection