A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip.
Wei WenChunpeng WuYandan WangKent W. NixonQing WuMark BarnellHai LiYiran ChenPublished in: DAC (2016)
Keyphrases
- high accuracy
- optimization algorithm
- computational cost
- highly accurate
- unsupervised learning
- detection method
- high precision
- prior knowledge
- error rate
- detection algorithm
- computational efficiency
- significant improvement
- accuracy rate
- pairwise
- computational complexity
- correlation coefficient
- optimization method
- learning process
- genetic algorithm
- objective function
- reinforcement learning
- learning scheme
- constrained optimization
- online learning
- high density
- optimization procedure
- inference process
- high speed
- semi supervised
- classification accuracy
- probabilistic model
- active learning
- similarity measure