Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract).
Yang NiYeseong KimTajana RosingMohsen ImaniPublished in: IJCAI (2023)
Keyphrases
- extended abstract
- learning algorithm
- learning speed
- learning phase
- optimization algorithm
- computational cost
- learning process
- incremental learning
- optimal solution
- computationally efficient
- cost function
- high efficiency
- single pass
- reinforcement learning
- learning rules
- np hard
- dynamic programming
- computational complexity
- objective function
- detection algorithm
- expectation maximization
- highly efficient
- vlsi implementation
- particle swarm optimization
- online learning
- k means
- search space
- preprocessing
- segmentation algorithm
- learning tasks
- convergence rate
- simulated annealing
- low cost
- probabilistic model
- evolutionary algorithm
- learned models
- similarity measure
- real time