TARU PUBLICATIONS
Author

P. Pushpalatha

Department of Computer Science Meenakshi College of Arts and Science Meenakshi Academy of Higher Education and Research, Chennai, Tamil Nadu, 600078, India

Published papers
2
Citations
0
Views
84
Downloads
16

Publications

2 papers
Open Access Research Article·pp. 2065–2073·Vol. 47, Issue 5-BMay 2026

Mathematical foundations of neural network weight optimization

Madhuri B. Thorat, Vaishali Pawan Wawage, Durga Prasad Yadav, P. Pushpalatha, Yatin Gandhi

Published Online: 01 May 2026DOI: 10.47974/JIOS-2297

In this paper: Neural network optimisation is a major problem in deep learning. It needs algorithms that work well with millions of parameters and keep convergence stable and generalisation. Stochastic gradient desc...

AbstractReferencesFull Text PDF (405 KB)Views: 54Downloads: 5Citations: 0
Open Access Research Article·pp. 1861–1869·Vol. 47, Issue 5-AMay 2026

Managing resources in smart grids using fuzzy optimization techniques

Jyoti M. Shinde, P. Pushpalatha, Vaishali Sunilsingh Bayas, Tanveer Ahmad Wani, Saurabh Bhattacharya

Published Online: 01 May 2026DOI: 10.47974/JIOS-2278

In this paper: To make sure that smart grids are reliable, long-lasting, and cost-effective, they need to handle their resources well. In this study, important problems like load balancing, power timing, and demand...

AbstractReferencesFull Text PDF (447 KB)Views: 30Downloads: 11Citations: 0