Vol. 34, No. 4, 2025

Optical Memory and Neural Networks

Improving the Discretization Step of Multidimensional Digital Arrays through Self-Tuned Extrapolation

M. V. Gashnikov p. 471 abstract

Reverse Flow during Propagation of Half a Plane Wave

V. V. Kotlyar, A. A. Kovalev, A. G. Nalimov, and A. M. Telegin p. 476 abstract

Intelligent Recommendation of Ideological and Political Course Content Based on the BPNN Algorithm Improved by Attention Mechanism

Yang Yuan and Lixia Li p. 485 abstract

Silicon Microring Resonator-Based All-Optical Reversible 2 : 1 Multiplexer: Numerical Analysis

Sankarapuram Siva Saravana Kumar, Jakusani Shirisha, Sultan Mahaboob Basha, Kalimuddin Mondal, Vankadari Nagaraju, Alagar Raja, and Manjur Hossain p. 492 abstract

Comparison of Training Results of a Convolutional Neural Network with Computed Weights and Random Weight Initialization

P. Sh. Geidarov p. 502 abstract

Hybrid Feature Extraction Model for Emotion Recognition Using EEG Signals and Deep Learning Approaches

R. Mathumitha and A. Maryposonia p. 512 abstract

Quantitative EEG Decomposition and Silver Howl Optimization for Multi-Stage Autism Spectrum Disorder Classification

Sherin M Wilson and K. S. Kannan p. 528 abstract

Research on Price Fluctuations in International Trade Process of Agricultural Products with a Machine Learning Model

Chunchao Pang p. 546 abstract

Adaptive Traffic Signal Control with Soft Actor-Critic: A Phase Duration Optimization Approach

Anton Agafonov and Alexander Yumaganov p. 553 abstract

Deep Attention-Multistage GAN with Sparse Dense Fusion R-CNN for High-Resolution and Object Detection in Surveillance System

Anu Yadav and Ela Kumar p. 566 abstract

Unsupervised Background Estimation Using a Neural Integrator

Shiva Kamkar, Hamid Abrishami Moghaddam, and Wolfram Erlhagen p. 581 abstract

LungNet: A Novel Deep Learning-Based Model for Lung Disease Detection

Prithwijit Mukherjee and Anisha Halder Roy p. 592 abstract

Contents

Optical Memory and Neural Networks