Live demonstration: Feature extraction system using restricted Boltzmann machines on FPGA.
Kodai UeyoshiTakao MarukameTetsuya AsaiMasato MotomuraAlexandre SchmidPublished in: ISCAS (2017)
Keyphrases
- restricted boltzmann machine
- feature extraction
- deep learning
- contrastive divergence
- learning algorithm
- image processing
- image classification
- deep belief networks
- probabilistic graphical models
- conditional random fields
- hidden layer
- semi supervised
- feature vectors
- face recognition
- feature selection
- dimensionality reduction
- principal component analysis
- feature space
- computer vision
- transfer learning
- support vector machine svm
- unsupervised learning
- markov random field
- pairwise