HLS-Based FPGA Implementation of Convolutional Deep Belief Network for Signal Modulation Recognition.
Jian ZhaoYaqin ZhaoHongbo LiYun ZhangLongwen WuPublished in: IGARSS (2020)
Keyphrases
- deep belief networks
- fpga implementation
- unsupervised learning
- deep learning
- restricted boltzmann machine
- hardware implementation
- probabilistic model
- signal processing
- pattern recognition
- object recognition
- hierarchical models
- feature extraction
- generative model
- natural image patches
- machine learning
- sparse coding
- feature selection
- approximate inference
- image processing algorithms
- supervised learning
- computer vision
- neural network