Classification of gene expression data using Spiking Wavelet Radial Basis Neural Network
Proposed spiking function is for the non linear integrate fire neuron model (NLIF). The proposed spiking function in NLIF generates biologically plausible spikes. Derived inter spike interval is used in the Wavelet Radial Basis Neural Network. SWRNN is used for the classification of benchmark gene expression datasets. SWRNN is superior to WRNN in terms of classification accuracy and time.
wavelet radial basis neural network radial basis neural network spiking neuron model