Fast 2D Convolution Algorithms for Convolutional Neural Networks.
Chao ChengKeshab K. ParhiPublished in: IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (2020)
Keyphrases
- computationally expensive
- computational cost
- learning algorithm
- data mining
- computationally efficient
- optimization problems
- convolutional neural networks
- matrix multiplication
- times faster
- orders of magnitude
- theoretical analysis
- significant improvement
- computational complexity
- data structure
- multiscale
- image processing
- neural network
- multiresolution
- clustering algorithm
- benchmark datasets
- computational efficiency
- genetic algorithm
- machine learning
- combinatorial optimization
- recently developed
- data sets