p-im2col: Simple Yet Efficient Convolution Algorithm With Flexibly Controlled Memory Overhead.
Anton TrusovElena LimonovaDmitry P. NikolaevVladimir V. ArlazarovPublished in: IEEE Access (2021)
Keyphrases
- times faster
- dynamic programming
- optimization algorithm
- learning algorithm
- preprocessing
- memory requirements
- cost function
- detection algorithm
- high accuracy
- significant improvement
- k means
- improved algorithm
- computational complexity
- high efficiency
- single pass
- experimental evaluation
- computational cost
- simulated annealing
- computationally efficient
- memory space
- np hard
- memory efficient
- expectation maximization
- pruning strategy
- limited memory
- linear space
- memory usage
- highly efficient
- worst case
- search space
- optimal solution
- objective function