Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor.
Gavin ParpartSumedh R. RisbudGarrett T. KenyonYijing WatkinsPublished in: CoRR (2023)
Keyphrases
- computational cost
- learning algorithm
- clustering method
- improved algorithm
- optimization algorithm
- times faster
- optimal solution
- significant improvement
- detection algorithm
- experimental evaluation
- ant colony optimization
- computationally efficient
- linear programming
- simulated annealing
- probabilistic model
- cost function
- convergence rate
- matching algorithm
- selection algorithm
- input pattern
- single processor
- classification algorithm
- segmentation algorithm
- theoretical analysis
- particle swarm optimization
- np hard
- k means
- data structure
- objective function