A CPU-based algorithm for traffic optimization based on sparse convolutional neural networks.
Zhizhou LiJustin A. EichelAkshaya Kumar MishraAndrew AchkarKshirasagar NaikPublished in: CCECE (2017)
Keyphrases
- optimization algorithm
- k means
- matching algorithm
- optimal solution
- computational complexity
- preprocessing
- objective function
- optimization model
- cost function
- optimization process
- computational cost
- similarity measure
- stochastic gradient
- theoretical guarantees
- combinatorial optimization
- detection algorithm
- segmentation algorithm
- dynamic programming
- wireless sensor networks
- significant improvement
- worst case
- optimization method
- times faster
- recognition algorithm
- parallel implementation
- multiresolution
- real time