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: CoRR (2022)
Keyphrases
- communication technologies
- multithreading
- mobile communication
- compute intensive
- low bandwidth
- wireless networks
- multimedia communication
- wireless communication
- high bandwidth
- communication systems
- cellular neural networks
- high speed
- communication networks
- mobile devices
- low cost
- ultra low power
- scale space
- network connectivity
- cellular networks
- parallel implementation
- wireless technologies
- network infrastructure
- speculative execution
- level parallelism
- physical layer
- state information
- high density
- parallel computing
- memory management
- tcp ip
- mobile phone
- end to end
- memory requirements
- wireless link
- short messages
- bayesian networks
- memory bandwidth
- convolutional neural network
- digital signal processors
- computational power