Implementation and Evaluation of Deep Neural Networks in Commercially Available Processing in Memory Hardware.
Prangon DasPurab Ranjan SutradharMark IndovinaSai Manoj Pudukotai DinakarraoAmlan GangulyPublished in: SOCC (2022)
Keyphrases
- neural network
- memory management
- processing elements
- hardware implementation
- hardware architecture
- real time
- computational power
- computing power
- associative memory
- low cost
- parallel architecture
- graphics cards
- reconfigurable hardware
- random access
- vlsi implementation
- software implementation
- artificial neural networks
- pattern recognition
- fuzzy logic
- data acquisition
- single instruction multiple data
- data processing
- circuit design
- hardware design
- graphics processors
- genetic algorithm
- operating system
- neural network model
- computing systems
- hardware and software
- digital signal processors
- memory subsystem
- image processing
- central processing unit
- central processor
- dedicated hardware
- auto associative
- multithreading
- computer systems
- parallel architectures
- field programmable gate array
- processing units
- information processing
- massively parallel
- efficient implementation