Multicore and GPU Parallelization of Neural Networks for Face Recognition.
Altaf Ahmad HuqqaniErich SchikutaSicen YePeng ChenPublished in: ICCS (2013)
Keyphrases
- neural network
- face recognition
- shared memory
- parallel processing
- graphics processing units
- parallel programming
- parallel computing
- parallel computation
- artificial neural networks
- real time
- discriminant analysis
- pattern recognition
- recognition rate
- back propagation
- face images
- recurrent neural networks
- self organizing maps
- computer vision
- general purpose
- fuzzy logic
- facial images
- feature extraction
- neural nets
- face databases
- human faces
- message passing
- training process
- gpu implementation
- computer systems
- facial expressions
- distributed memory
- multilayer perceptron
- graphics hardware
- parallel architectures
- parallel implementations
- multi layer
- fault diagnosis
- face detection
- parallel implementation
- genetic algorithm
- face verification
- neural network model
- parallel algorithm
- sparse representation
- face recognition algorithms
- parallel execution
- memory management
- multi threaded
- cloud computing
- learning algorithm