Vol. 34, No. 2, 2025

Optical Memory and Neural Networks (Information Optics)

Sentiment Analysis of Twitter Big Data Using Hybrid HNN-BiGRU and Semantic Lexicons with Puffer Fish Optimized Glove

Bondili Naga Sai Bhavya Charitha, and Ramanchi Radhika p. 115 abstract

Vegetable Yield Prediction and Fertilizer Recommendation Using Optimized PINN and Independent Shearlet Based DBN Approach

Sandip B. Chavan, and D. R. Ingle p. 128 abstract

Facial Expression Recognition in Infrared Imaging Using HAPNet Segmentation and Hybrid VGG16-SVM Classifier

Rupali J. Dhabarde, D. V. Kodavade, Aditya Konnur, and Vijay Manwatkar p. 146 abstract

Reducing the Extremum of Post-Extrapolation Residuals in Compression of Multidimensional Discrete Arrays

M. V. Gashnikov p. 164 abstract

Topological Charge of Co-Axial Superposition of Gaussian Optical Vortices

V. V. Kotlyar, A. A. Kovalev, and A. G. Nalimov p. 169 abstract

Interconnection Tensor Rank and the Neural Network Storage Capacity

B. V. Kryzhanovsky p. 181 abstract

Intrusion Detection Using SA-BiLSTM and Enhanced Deep RL Routing with Modular Homomorphic Encryption for Secure Data Transmission in VANET

T. Pavithra, and B. S. Nagabhushana p. 188 abstract

Default Brain System in Schizophrenia

A. Vartanov, M. Krysko, D. Leonovich, O. Shevaldova, S. Mirova, A. Zeltser, V. Zakurazhnaia, A. Ochneva, D. Andreyuk, and G. Kostyuk p. 206 abstract

Short Term Solar Power Generation Prediction Based on IOT Using SMA Optimized DNN55

Saziya Tabbassum p. 217 abstract

Design and Analysis of Compact All-Optical XOR and XNOR Gates Employing Microring Resonator

Manjur Hossain p. 229 abstract

Deep LSTM and Chi-Square Based Feature Selection Model for Traffic Congestion Prediction in Ad-Hoc Network

K. Sangeetha, E. Anbalagan, Raj Kumar, Vaibhav Eknath Pawar, and N. Muthukumaran p. 239 abstract

Predictive Purity: Advancements in Air Pollution Forecasting through Machine Learning

Mankala Satish, Saroj Kumar Biswas, and Biswajit Purkayastha p. 256 abstract

Heart Disease Prediction and Classification Using LSTM Optimized by Butterfly Optimization

C. Usha Nandhini, and P. R. Tamilselvi p. 272 abstract