Using Data Compression for Optimizing FPGA-Based Convolutional Neural Network Accelerators.
Yijin GuanNingyi XuChen ZhangZhihang YuanJason CongPublished in: APPT (2017)
Keyphrases
- data compression
- convolutional neural network
- field programmable gate array
- face detection
- compression algorithm
- data reduction
- compression scheme
- application specific
- compression ratio
- wavelet compression
- neural network
- hardware implementation
- wavelet filters
- compressed data
- huffman coding
- multiresolution
- computing systems
- arithmetic coding
- high compression
- object recognition
- general purpose
- multi class
- support vector machine
- image data
- video processing
- pairwise
- machine learning