Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project.
Paolo MeloniDaniela LoiGianfranco DeriuAndy D. PimentelDolly SapraMaura PintorBattista BiggioOscar RipollesDavid SolansFrancesco ContiLuca BeniniTodor P. StefanovSvetlana MinakovaBernhard MoserNatalia ShepelevaMichael MasinFrancesca PalumboNikos FragoulisIlias TheodorakopoulosPublished in: ICM (2018)
Keyphrases
- hardware architectures
- architectural design
- efficient implementation
- hardware architecture
- detailed design
- software architecture
- vlsi architecture
- highly modular
- computation intensive
- design process
- case study
- real time embedded
- embedded systems
- design methodologies
- modular architecture
- design considerations
- hardware implementation
- dedicated hardware
- current status
- data structure
- inference problems
- fpga device
- intelligent software
- neural network
- hardware software
- pilot testing
- vlsi implementation
- memory management
- software implementation
- implementation issues
- future development
- design principles
- low cost
- management system
- user interface
- computational complexity
- bayesian networks
- web services