Hedi: Multi-width fixed-point coding based on reprogrammable hardware implementation of a multi-layer perceptron neural network for alertness classification.
Ahmed Ghazi BlaiechKhaled Ben KhalifaMohamed BoubakerMohamed Bedoui HediPublished in: ISDA (2010)
Keyphrases
- fixed point
- hardware implementation
- neural network
- pattern recognition
- efficient implementation
- signal processing
- sufficient conditions
- feature extraction
- floating point
- software implementation
- machine learning
- belief propagation
- back propagation
- artificial neural networks
- field programmable gate array
- policy iteration
- preprocessing
- dedicated hardware
- dynamical systems
- activation function
- variational inequalities
- free energy
- constraint databases
- fpga implementation
- general purpose processors