Optimizing time-shifts for reservoir computing using a rank-revealing QR algorithm.
Joseph D. HartFrancesco SorrentinoThomas L. CarrollPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- detection algorithm
- np hard
- cost function
- optimal solution
- computationally efficient
- computational cost
- improved algorithm
- particle swarm optimization
- computational complexity
- search space
- significant improvement
- data sets
- times faster
- matching algorithm
- theoretical analysis
- optimization algorithm
- error correction
- tree structure
- singular values
- segmentation algorithm
- simulated annealing
- high accuracy
- worst case
- experimental evaluation
- similarity measure