Pulsed neural networks based on delta-sigma modulation with GHA learning rule and their hardware implementation.
Yoshimitsu MurahashiHirohisa HottaShinji DokiShigeru OkumaPublished in: Systems and Computers in Japan (2005)
Keyphrases
- hardware implementation
- learning rules
- neural network
- delta sigma
- noise shaping
- signal processing
- efficient implementation
- artificial neural networks
- image coding
- biologically inspired
- back propagation
- image processing algorithms
- field programmable gate array
- spiking neural networks
- pattern recognition
- error diffusion
- learning algorithm
- feed forward
- learning scheme
- genetic algorithm
- high speed
- fuzzy logic
- multiscale
- computer vision