Hardware-Based Real-Time Deep Neural Network Lossless Weights Compression.
Tomer MalachShlomo GreenbergMoshe HaiutPublished in: IEEE Access (2020)
Keyphrases
- real time
- neural network
- image compression
- low cost
- lossless compression
- compression ratio
- graphics hardware
- standard pc
- dedicated hardware
- video rate
- data acquisition
- activation function
- hardware and software
- neural nets
- predictive coding
- back propagation
- vlsi architecture
- artificial neural networks
- high speed
- connection weights
- compression algorithm
- data compression
- lossless coding
- weight update
- lossy compression
- compression scheme
- arithmetic coding
- digital signal processor
- hardware implementation
- feed forward
- neural network model
- computer systems
- control system
- lossless image coding
- nearest neighbour
- neural network is trained
- jpeg ls
- image processing
- wavelet transform
- signal processing
- image quality
- hidden neurons
- fault diagnosis
- vlsi implementation
- bp neural network
- entropy coding