OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution Algorithm.
Wenqi LouChao WangLei GongXuehai ZhouPublished in: CLUSTER (2020)
Keyphrases
- experimental evaluation
- learning algorithm
- optimization algorithm
- computational complexity
- worst case
- detection algorithm
- np hard
- high speed
- high accuracy
- segmentation algorithm
- dynamic programming
- matching algorithm
- objective function
- hardware implementation
- image processing
- computationally efficient
- convergence rate
- particle swarm optimization
- computational cost
- cost function
- k means
- signal processing
- probabilistic model
- significant improvement
- similarity measure
- recognition algorithm
- decision trees
- parallel implementation
- image processing algorithms
- field programmable gate array
- hardware architecture