Continual Learning With Neuromorphic Computing: Foundations, Methods, and Emerging Applications by Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad, Osman Hasan, Muhammad Shafique

“…., object recognition, robotic arm control, cars and road lane detection, Simultaneous Localization and Mapping (SLAM), people detection and robotic navigation and provides their specific case-studies with empirical results. …”
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Laser Phase Noise Effects and Joint Carrier Phase Recovery in Coherent Optical Transmissions With Digital Subcarrier Multiplexing by Meng Qiu, Qunbi Zhuge, Mathieu Chagnon, Fangyuan Zhang, David V. Plant

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Motor imagery EEG signal classification using novel deep learning algorithm by Sathish Mathiyazhagan, M. S. Geetha Devasena

“…Abstract Electroencephalography (EEG) signal classification plays a critical role in various biomedical and cognitive research applications, including neurological disorder detection and cognitive state monitoring. However, these technologies face challenges and exhibit reduced performances due to signal noise, inter-subject variability, and real-time processing demands. …”
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A Novel Connected-Components Algorithm for 2D Binarized Images by Costin-Anton Boiangiu, Giorgiana-Violeta Vlăsceanu, Constantin-Eduard Stăniloiu, Nicolae Tarbă, Mihai-Lucian Voncilă

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A Multimodal Convolutional Neural Network Based Approach for DICOM Files Classification. , 2025(1), e70107. by Mabirizi, Vicent, Wasswa, William, Kawuma, Simon

“…This conversion leads to metadata loss and classification bias, the developed model processes raw digital imaging and communication in medicine files, thereby preserving both pixel data and embedded metadata. …”
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Quantum key distribution through quantum machine learning: a research review by Krupa Purohit, Ajay Kumar Vyas

“…Key research areas in quantum cryptography include Quantum Key Distribution (QKD), eavesdropping detection, QSDC, security analysis of QKD protocols, post-quantum cryptography, Quantum Network Security & Intrusion Detection, Quantum-secure communication beyond QKD, quantum random number generation, Quantum Secure Multi-Party Computation (QSMPC), Quantum Homomorphic Encryption (QHE), and privacy-preserving computation. …”
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New Perspectives on Lung Cancer Screening and Artificial Intelligence by Leonardo Duranti, Luca Tavecchio, Luigi Rolli, Piergiorgio Solli

“…AI also boosts specificity to 85–90%, with faster processing times (a few minutes vs. 30–60 min for radiologists). …”
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Design and Application of Algorithm Intensive Environment for CMA Big Data and Cloud Platform by Huo Qing, He Wenchun, He Lin, Gao Feng, Chen Shiwang, Xu Yongjun

“…At the same time, based on the meteorological business comprehensive monitoring system (referred to as Tianjing) enables automatic collection of algorithm operation status and detection of abnormal alarms. Since its operation in 2021, the processing assembly line has facilitated the real-time operation of 202 business systems nationwide, resulting in a performance improvement of 1-10 times and a significant increase in efficiency. …”
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Real-Time Integration of Optical Coherence Tomography Thickness Map Overlays for Enhanced Visualization in Epiretinal Membrane Surgery: A Pilot Study by Ferhat Turgut, Keisuke Ueda, Amr Saad, Tahm Spitznagel, Luca von Felten, Takashi Matsumoto, Rui Santos, Marc D. de Smet, Zoltán Zsolt Nagy, Matthias D. Becker, Gábor Márk Somfai

“…Subsequently, for consecutive frames, feature point extraction (the Shi–Tomasi method) and optical flow computation (the Lucas–Kanade algorithm) were used to calculate frame-by-frame transformations, which were applied to the OCT image to maintain alignment in near real time. (3) Results: The method achieved a 92.7% success rate in optical flow detection and maintained an average processing speed of 7.56 frames per second (FPS), demonstrating the feasibility of near real-time application. (4) Conclusions: The developed approach facilitates enhanced intraoperative visualization, providing surgeons with easier retinal structure identification which results in more comprehensive data-driven decisions. …”
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Hardware-Optimized Architecture of On-Board Registration for Remote-Sensing Images —Take SURF as an Example by Xin Du, Cankun Yang, Ruofei Zhong, Qingyang Li, Yuanhang Wang, Zhaoming Huang, Xianlin Liu

“…On-board processing has become an inevitable choice for the development of remote-sensing satellites. …”
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Large-scale transformer-based topic graphs identify thematic links between engineering and biology by Nicolas Douard, Denis Cavallucci, Ahmed Samet, George Giakos

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Effects of Micro - Arc Oxidation on Dimensional Accuracy and Properties of 6061 Aluminum Alloy Bush by SONG Na, QIANG Wei, CHEN Zhen, GUO Xiu-qiao, ZHAO Chen-yu

“…At present, there are few studies on the film structure of micro-arc oxidation film on aluminum alloy and the dimensional accuracy change of precision thin wall parts before and after micro-arc oxidation.The samples of 6061 aluminum alloy bushing(precision thin wall parts), used for the aircraft engine fuel control system accessory，were treated by four different micro-arc oxidation processes(A, B, C and D).The microstructure，composition and micro-hardness of micro-arc oxidation ceramic layer were detected and analyzed.Besides, the inner diameter，the cylindricity and the surface roughness of the inner hole before and after MAO were tested.Results showed that the micro-arc oxidation ceramic layer obtained by C and D processing parameters with special auxiliary equipment had excellent properties.The surface hardness could reach 900 HV，which was 6 times of that of 6061 aluminum alloy matrix material.The micro-arc oxidation ceramic layer significantly improved the wear resistance and service life of parts, at the same time met the strict requirement of dimensional precision.This study laid a foundation for the engineering application of aluminum alloy micro-arc oxidation process.…”
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Millimeter-Wave OFDM-FMCW Radar-Communication Integration System Design by Jiangtao Liu, Wenyuan Feng, Tao Su, Jianzhong Chen, Shaohong Xue

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PD-L1 and p53 expression in squamous cell carcinoma of the oropharynx depending on human papilloma virus status by D. Sh. Polatova, A. Yu. Madaminov, A. V. Savkin, A. I. Nurzhabov, N. K. Asamedinov, D. A. Ibragimova, R. R. Davletov, S. K. Nasirov

“…High-risk human papilloma virus (Hpv), especially genotype 16, causes oropharyngeal squamous cell carcinoma (OSCC). It is detected in about 70 % of tumors developing from lymphoid tissue of the tonsils or the base of the tongue. …”
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SUBHORIZONTAL GEODYNAMIC ACTIVE ZONES AT THE PLATFORMS - METHODS OF IDENTIFICATION AND EVALUATION by V. M. Makeev, E. A. Karfidova, I. V. Korobova

“…The method is based on the analysis of the digital elevation models and the model of detection of the azimuthal and angular displacements zones. …”
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Phase-Shift Method-Based Optical VSB Modulation Using High-Pass Hilbert Transform by K. I. Amila Sampath, Katsumi Takano

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A dynamic template adaptation approach for noise-robust sound classification and distance determination in single-channel audio by Rezaul Tutul, André Jakob, Ilona Buchem

“…The results show that dynamic template adaptation and incremental learning significantly improve the classification accuracy and distance detection in changing environments. These findings demonstrate that the proposed method not only enhances real-time sound classification and distance determination but also holds potential for applications in autonomous vehicles, urban noise monitoring, and smart home systems, where robust audio processing in dynamic environments is critical.…”
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A METHOD OF ELIMINATING MALICIOUS PERTURBATIONS EMBEDDED BY L0-OPTIMIZED ATTACKS by Dmitry A. Yesipov, Nikita S. Sulimenko, Ilya Yu. Popov

“…Each perturbed pixel is processed sequentially. The restored image is being sent to the input of the protected model. …”
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A Survey on Video Big Data Analytics: Architecture, Technologies, and Open Research Challenges by Thi-Thu-Trang Do, Quyet-Thang Huynh, Kyungbaek Kim, Van-Quyet Nguyen

“…In addition, the study provides a functional taxonomy of core video processing tasks, including object detection, anomaly recognition, and semantic retrieval, and maps these tasks to real-world applications. …”
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Method for constructing occupancy grid maps based on navigation radar echo video data by Kunyi JIANG, Shiping SUN, Bingdong JIANG, Qing CAI

“…First, a multi-level set approach is adopted to describe the inclusion relationship between radar tracks and echo points, laying the foundation for the construction of the grid map. During this process, neighboring tracks are aggregated based on group adjacency to mitigating trajectory deviation caused by target splitting. …”
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