Flexible Instrumentation for Live On-Chip Debug of Machine Learning Training on FPGAs.
Daniel Holanda NoronhaZhiqiang QueWayne LukSteven J. E. WiltonPublished in: FCCM (2021)
Keyphrases
- machine learning
- supervised learning
- machine learning methods
- high speed
- feature selection
- training examples
- pattern recognition
- lightweight
- active learning
- learning algorithm
- machine learning algorithms
- knowledge acquisition
- training process
- low cost
- learning tasks
- training samples
- information extraction
- training set
- programmable logic
- artificial intelligence
- analog vlsi
- learning problems
- vlsi implementation
- text mining
- neural network
- natural language processing
- computer science
- decision trees
- data mining