Sefron: A new spiking neuron model with time-varying synaptic efficacy function for pattern classification A Jeyasothy, S Sundaram, N Sundararajan IEEE transactions on neural networks and learning systems 30 (4), 1231-1240, 2018 | 55 | 2018 |
Meta-neuron learning based spiking neural classifier with time-varying weight model for credit scoring problem A Jeyasothy, S Ramasamy, S Sundaram Expert Systems with Applications 178, 114985, 2021 | 10 | 2021 |
A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights A Jeyasothy, S Sundaram, S Ramasamy, N Sundararajan arXiv preprint arXiv:1904.11367, 2019 | 9 | 2019 |
Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier A Jeyasothy, S Suresh, S Ramasamy, N Sundararajan IEEE Transactions on Cybernetics, 2022 | 6 | 2022 |
Efficient single input-output layer spiking neural classifier with time-varying weight model A Jeyasothy, S Ramasamy, S Sundaram arXiv preprint arXiv:1904.10400, 2019 | 2 | 2019 |
Supervised Learning Using Spiking Neural Networks A Jeyasothy, S Dora, S Sundaram, N Sundararajan HANDBOOK ON COMPUTER LEARNING AND INTELLIGENCE: Volume 2: Deep Learning …, 2022 | | 2022 |
Development of interpretable spiking neural network for multiclass classification A Jeyasothy Nanyang Technological University, 2021 | | 2021 |
ML methods in Spiking Neural Networks for classification problems A Jeyasothy, S Ramasamy, S Sundaram | | |