A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system.
Jialing LiKangjun BaiLingjia LiuYang YiPublished in: ISQED (2018)
Keyphrases
- hardware implementation
- deep learning
- reservoir computing
- delayed feedback
- signal processing
- recurrent neural networks
- machine learning
- unsupervised learning
- fpga implementation
- software implementation
- unsupervised feature learning
- deep architectures
- dedicated hardware
- efficient implementation
- image processing algorithms
- mental models
- weakly supervised
- pattern recognition
- field programmable gate array
- generative model
- decision making
- general purpose
- general purpose processors
- feature selection
- neural network
- computing systems
- data flow
- image processing
- image features
- low cost