Abeegithan Jeyasothy

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Rbf Neural Network

Multiclass Classification

Neural Classifier

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

Expert Syst. Appl.

Publications

Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram
A gradient descent algorithm for SNN with time-varying weights for reliable multiclass interpretation. Appl. Soft Comput. 161 (2024)
Abeegithan Jeyasothy, Suresh Sundaram, Savitha Ramasamy, Narasimhan Sundararajan
Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier. IEEE Trans. Cybern. 54 (1) (2024)
Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram
Meta-neuron learning based spiking neural classifier with time-varying weight model for credit scoring problem. Expert Syst. Appl. 178 (2021)
Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram
Efficient single input-output layer spiking neural classifier with time-varying weight model. CoRR (2019)
Abeegithan Jeyasothy, Suresh Sundaram, Savitha Ramasamy, Narasimhan Sundararajan
A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights. CoRR (2019)
Abeegithan Jeyasothy, Suresh Sundaram, Narasimhan Sundararajan
SEFRON: A New Spiking Neuron Model With Time-Varying Synaptic Efficacy Function for Pattern Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)