Resistive memory device requirements for a neural algorithm accelerator.
Sapan AgarwalSteven J. PlimptonDavid R. HughartAlexander H. HsiaIsaac RichterJonathan A. CoxConrad D. JamesMatthew J. MarinellaPublished in: IJCNN (2016)
Keyphrases
- learning algorithm
- times faster
- high accuracy
- improved algorithm
- k means
- np hard
- memory requirements
- linear programming
- computational complexity
- preprocessing
- search space
- memory usage
- objective function
- significant improvement
- dynamic programming
- experimental evaluation
- associative memory
- optimization algorithm
- detection algorithm
- memory space
- path planning
- clustering method
- optimal solution
- evolutionary algorithm
- tree structure
- similarity measure
- neural network
- convergence rate
- computational cost
- clustering algorithm
- network architecture
- parallel implementation
- learning rules
- artificial neural networks
- auto associative