Efficient Convolutional Neural Network Weight Compression for Space Data Classification on Multi-fpga Platforms.
George PitsisGrigorios TsagkatakisChristos KozanitisIoannis KalomoirisAggelos IoannouApostolos DollasManolis G. H. KatevenisPanagiotis TsakalidesPublished in: ICASSP (2019)
Keyphrases
- data sets
- database
- machine learning
- data collection
- real time
- raw data
- data analysis
- missing data
- data processing
- convolutional neural network
- data acquisition
- labeled data
- high speed
- image data
- support vector
- training data
- low cost
- knowledge discovery
- query processing
- pairwise
- feature space
- training samples
- pattern recognition
- data structure
- original data
- compression algorithm
- space requirements