Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference.
Nazareno BruschiGiuseppe TagliaviniFrancesco ContiSergi AbadalAlbert Cabellos-AparicioEduard AlarcónGeethan KarunaratneIrem BoybatLuca BeniniDavide RossiPublished in: AICAS (2022)
Keyphrases
- communication technologies
- wireless communication
- low bandwidth
- multithreading
- communication networks
- high bandwidth
- mobile communication
- high speed
- wireless networks
- network connectivity
- compute intensive
- memory subsystem
- wireless technologies
- cellular neural networks
- digital signal processors
- multimedia communication
- low cost
- state information
- network infrastructure
- random access memory
- mobile devices
- communication systems
- scale space
- high density
- associative memory
- wireless link
- end to end
- medium access control
- level parallelism
- wireless devices
- multi hop
- memory requirements
- parallel computing