Implementation of Optimal CNN Accelerators for Mobile Devices: Algorithm, Architecture, and Memory System Co-Design.
Hyun KimPublished in: ISOCC (2021)
Keyphrases
- dynamic programming
- optimal solution
- learning algorithm
- worst case
- objective function
- computational complexity
- memory requirements
- detection algorithm
- parallel implementation
- exhaustive search
- k means
- mobile devices
- segmentation algorithm
- hardware implementation
- memory usage
- probabilistic model
- associative memory
- search space
- preprocessing
- optimal parameters
- vlsi architecture
- np hard
- vlsi implementation
- software implementation
- hardware architecture
- memory space
- globally optimal
- fixed point
- neural network
- cost function