Hardware implementation of echo state networks using memristor double crossbar arrays.
Amr M. HassanHai Helen LiYiran ChenPublished in: IJCNN (2017)
Keyphrases
- hardware implementation
- echo state networks
- quantum mechanics
- recurrent neural networks
- signal processing
- software implementation
- efficient implementation
- scheduling algorithm
- hardware design
- fpga implementation
- dedicated hardware
- field programmable gate array
- hardware architecture
- image processing algorithms
- memory management
- pipeline architecture
- image binarization
- particle swarm optimisation
- pattern recognition
- neural network
- processing elements
- feed forward
- theoretical framework
- response time
- computer vision
- machine learning