Abeegithan Jeyasothy

According to our database, Abeegithan Jeyasothy authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier.

Abeegithan Jeyasothy, Suresh Sundaram, Savitha Ramasamy, Narasimhan Sundararajan

IEEE Trans. Cybern., January, 2024

A gradient descent algorithm for SNN with time-varying weights for reliable multiclass interpretation.

Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram

Appl. Soft Comput., 2024

2021

Development of interpretable spiking neural network for multiclass classification

Abeegithan Jeyasothy

PhD thesis, 2021

Meta-neuron learning based spiking neural classifier with time-varying weight model for credit scoring problem.

Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram

Expert Syst. Appl., 2021

2019

SEFRON: A New Spiking Neuron Model With Time-Varying Synaptic Efficacy Function for Pattern Classification.

Abeegithan Jeyasothy, Suresh Sundaram, Narasimhan Sundararajan

IEEE Trans. Neural Networks Learn. Syst., 2019

A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights.

Abeegithan Jeyasothy, Suresh Sundaram, Savitha Ramasamy, Narasimhan Sundararajan

CoRR, 2019

Efficient single input-output layer spiking neural classifier with time-varying weight model.

Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram

CoRR, 2019