QuickNN: Python Toolbox for Training and Optimizing ANN for Hardware Implementation.
Khaled HumoodAlexander SerbShiwei WangThemis ProdromakisPublished in: MWSCAS (2023)
Keyphrases
- hardware implementation
- artificial neural networks
- efficient implementation
- software implementation
- signal processing
- open source
- dedicated hardware
- feed forward neural networks
- using artificial neural networks
- training set
- hardware architecture
- benchmark classification problems
- field programmable gate array
- open source software
- neural network
- training process
- image processing algorithms
- image binarization
- fpga implementation
- memory management
- hardware design
- parallel architecture
- genetic algorithm
- learning algorithm
- back propagation
- multi layer perceptron
- data processing
- multiresolution
- feed forward
- multilayer perceptron
- pipeline architecture
- general purpose processors
- hidden layer