Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge.
Yang NiYeseong KimTajana RosingMohsen ImaniPublished in: DATE (2022)
Keyphrases
- learning algorithm
- detection algorithm
- single pass
- cost function
- hardware implementation
- low cost
- preprocessing
- high efficiency
- incremental learning
- computational cost
- optimization algorithm
- computationally efficient
- online learning
- learning speed
- learning phase
- convergence rate
- expectation maximization
- worst case
- dynamic programming
- np hard
- k means
- learning process
- search space
- objective function
- medical images
- simulated annealing
- matching algorithm
- edge detector