Algorithm and hardware design of discrete-time spiking neural networks based on back propagation with binary activations.
Shihui YinShreyas K. VenkataramanaiahGregory K. ChenRam KrishnamurthyYu CaoChaitali ChakrabartiJae-sun SeoPublished in: BioCAS (2017)
Keyphrases
- back propagation
- training algorithm
- levenberg marquardt
- learning algorithm
- bp algorithm
- artificial neural networks
- weight update
- feed forward neural networks
- neural network
- hardware design
- feed forward
- hardware implementation
- optimization algorithm
- bp neural network
- real time
- probabilistic model
- neural nets
- fuzzy logic
- expert systems
- feature extraction
- fpga hardware