An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing.
Igor NunesMike HeddesTony GivargisAlexandru NicolauPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- learning systems
- synthetic data
- learning tasks
- data structure
- background knowledge
- data collection
- human experts
- raw data
- learning process
- learning algorithm
- data analysis
- original data
- high quality
- training data
- image data
- sensor data
- data processing
- statistical analysis
- data quality
- learning problems
- hidden variables
- learned models
- database
- accurate models
- online learning
- small number
- data points
- probability distribution
- end users
- data sources
- data model
- database systems
- knowledge base
- neural network