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Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences Cognit. Comput. (IF 5.4) Pub Date : 2024-03-12
Abstract Hyperdimensional Computing (HDC), also known as Vector-Symbolic Architectures (VSA), is a promising framework for the development of cognitive architectures and artificial intelligence systems, as well as for technical applications and emerging neuromorphic and nanoscale hardware. HDC/VSA operate with hypervectors, i.e., neural-like distributed vector representations of large fixed dimension
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Normal Template Mapping: An Association-Inspired Handwritten Character Recognition Model Cognit. Comput. (IF 5.4) Pub Date : 2024-03-12 Jun Miao, Peng Liu, Chen Chen, Yuanhua Qiao
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ArQuAD: An Expert-Annotated Arabic Machine Reading Comprehension Dataset Cognit. Comput. (IF 5.4) Pub Date : 2024-03-11 Rasha Obeidat, Marwa Al-Harbi, Mahmoud Al-Ayyoub, Luay Alawneh
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Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays Cognit. Comput. (IF 5.4) Pub Date : 2024-03-11
Abstract This article discusses the fixed-time synchronization (FTS) of hypercomplex neural networks (HCNNs) with mixed time-varying delays. Unlike finite-time synchronization (FNTS) based on initial conditions, the settling time of FTS can be adjusted to meet the needs. The state vector, weight matrices, activation functions, and input vectors of HCNNs are all hypercomplex numbers. The techniques
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Motion Selectivity of the Local Filed Potentials in the Primary Visual Cortex of Rats: A Machine Learning Approach Cognit. Comput. (IF 5.4) Pub Date : 2024-03-11 Abbas Pourhedayat, Marzie Aghababaeipour Dehkordi, Mohammad Reza Daliri
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Transforming Conversations with AI—A Comprehensive Study of ChatGPT Cognit. Comput. (IF 5.4) Pub Date : 2024-01-24 Gaurang Bansal, Vinay Chamola, Amir Hussain, Mohsen Guizani, Dusit Niyato
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Multi-Keys Attention Network for Image Captioning Cognit. Comput. (IF 5.4) Pub Date : 2024-01-24 Ziqian Yang, Hui Li, Renrong Ouyang, Quan Zhang, Jimin Xiao
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MFCTrans: Multi-scale Feature Connection Transformer for Deformable Medical Image Registration Cognit. Comput. (IF 5.4) Pub Date : 2024-01-24 Longji Wang, Zhiyue Yan, Wenming Cao, Jianhua Ji
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A Cognitive Medical Decision Support System for IoT-Based Human-Computer Interface in Pervasive Computing Environment Cognit. Comput. (IF 5.4) Pub Date : 2024-01-22 Haosong Gou, Gaoyi Zhang, Elias Paulino Medeiros, Senthil Kumar Jagatheesaperumal, Victor Hugo C. de Albuquerque
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A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings Cognit. Comput. (IF 5.4) Pub Date : 2024-01-22 Roberto Ascari, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
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Feature Analysis Network: An Interpretable Idea in Deep Learning Cognit. Comput. (IF 5.4) Pub Date : 2024-01-20 Xinyu Li, Xiaoguang Gao, Qianglong Wang, Chenfeng Wang, Bo Li, Kaifang Wan
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Pupil Size Variations Reveal Information About Hierarchical Decision-Making Processes Cognit. Comput. (IF 5.4) Pub Date : 2024-01-19 Leyla Yahyaie, Reza Ebrahimpour, Abbas Koochari
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Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography Cognit. Comput. (IF 5.4) Pub Date : 2024-01-11
Abstract Driver drowsiness is a significant concern and one of the leading causes of traffic accidents. Advances in cognitive neuroscience and computer science have enabled the detection of drivers’ drowsiness using Brain-Computer Interfaces (BCIs) and Machine Learning (ML). However, the literature lacks a comprehensive evaluation of drowsiness detection performance using a heterogeneous set of ML
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Video Summarization Using Knowledge Distillation-Based Attentive Network Cognit. Comput. (IF 5.4) Pub Date : 2024-01-11 Jialin Qin, Hui Yu, Wei Liang, Derui Ding
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AGD-Net: Attention-Guided Dense Inception U-Net for Single-Image Dehazing Cognit. Comput. (IF 5.4) Pub Date : 2023-12-30 Amit Chougule, Agneya Bhardwaj, Vinay Chamola, Pratik Narang
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Synaptic Facilitation: A Key Biological Mechanism for Resource Allocation in Computational Models of Working Memory Cognit. Comput. (IF 5.4) Pub Date : 2023-12-28 Marta Balagué-Marmaña, Laura Dempere-Marco
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Real-Time Multi-Class Classification of Respiratory Diseases Through Dimensional Data Combinations Cognit. Comput. (IF 5.4) Pub Date : 2023-12-28 Yejin Kim, David Camacho, Chang Choi
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A Cognitively Inspired Multi-granularity Model Incorporating Label Information for Complex Long Text Classification Cognit. Comput. (IF 5.4) Pub Date : 2023-12-26 Li Gao, Yi Liu, Jianmin Zhu, Zhen Yu
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An Enhanced Interactive and Multi-criteria Decision-Making (TODIM) Method with Probabilistic Dual Hesitant Fuzzy Sets for Risk Evaluation of Arctic Geopolitics Cognit. Comput. (IF 5.4) Pub Date : 2023-12-19 Chenyang Song, Zeshui Xu, Yixin Zhang
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Event-Triggered Adaptive Neural Control for Full State-Constrained Nonlinear Systems with Unknown Disturbances Cognit. Comput. (IF 5.4) Pub Date : 2023-12-12 Ziming Wang, Hui Wang, Xin Wang, Ning Pang, Quan Shi
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Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation Cognit. Comput. (IF 5.4) Pub Date : 2023-12-07 Ibrahim Salim, A. Ben Hamza
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Global Exponential Synchronization of Clifford-Valued Memristive Fuzzy Neural Networks with Delayed Impulses Cognit. Comput. (IF 5.4) Pub Date : 2023-12-07 Ningning Zhao, Yuanhua Qiao
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A Novel Heuristic Exploration Method Based on Action Effectiveness Constraints to Relieve Loop Enhancement Effect in Reinforcement Learning with Sparse Rewards Cognit. Comput. (IF 5.4) Pub Date : 2023-12-07 Zhenghongyuan Ni, Ye Jin, Peng Liu, Wei Zhao
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A Novel Regularized Extreme Learning Machine Based on $$L_{1}$$ -Norm and $$L_{2}$$ -Norm: a Sparsity Solution Alternative to Lasso and Elastic Net Cognit. Comput. (IF 5.4) Pub Date : 2023-12-01 Hasan Yıldırım, M. Revan Özkale
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Non-linear Feature Selection Based on Convolution Neural Networks with Sparse Regularization Cognit. Comput. (IF 5.4) Pub Date : 2023-12-01 Wen-Bin Wu, Si-Bao Chen, Chris Ding, Bin Luo
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Optimizing Sentiment Analysis: A Cognitive Approach with Negation Handling via Mathematical Modelling Cognit. Comput. (IF 5.4) Pub Date : 2023-11-25 Neha Punetha, Goonjan Jain
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Gradient-Based Competitive Learning: Theory Cognit. Comput. (IF 5.4) Pub Date : 2023-11-23 Giansalvo Cirrincione, Vincenzo Randazzo, Pietro Barbiero, Gabriele Ciravegna, Eros Pasero
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MC-GAT: Multi-Channel Graph Attention Networks for Capturing Diverse Information in Complex Graphs Cognit. Comput. (IF 5.4) Pub Date : 2023-11-20 Zhiyao La, Yurong Qian, Hongyong Leng, Tianyu Gu, Weijun Gong, Jiaying Chen
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A Novel Convolutional Neural Network for Head Detection and Pose Estimation in Complex Environments from Single-Depth Images Cognit. Comput. (IF 5.4) Pub Date : 2023-11-18 Qi Wang, Hang Lei, Gun Li, Xupeng Wang, Lu Chen
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A Multi-attention Triple Decoder Deep Convolution Network for Breast Cancer Segmentation Using Ultrasound Images Cognit. Comput. (IF 5.4) Pub Date : 2023-11-13 Muhammad Junaid Umer, Muhammad Sharif, Mudassar Raza
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Explainable Artificial Intelligence in Alzheimer’s Disease Classification: A Systematic Review Cognit. Comput. (IF 5.4) Pub Date : 2023-11-13 Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
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A Novel Feature Fusion Approach for Classification of Motor Imagery EEG Based on Hierarchical Extreme Learning Machine Cognit. Comput. (IF 5.4) Pub Date : 2023-11-10 Lijuan Duan, Zhaoyang Lian, Yuanhua Qiao, Juncheng Chen, Jun Miao, Mingai Li
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Fast Clustering for Cooperative Perception Based on LiDAR Adaptive Dynamic Grid Encoding Cognit. Comput. (IF 5.4) Pub Date : 2023-11-06 Xinkai Kuang, Hui Zhu, Biao Yu, Bichun Li
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SPS Vision Net: Measuring Sensory Processing Sensitivity via an Artificial Neural Network Cognit. Comput. (IF 5.4) Pub Date : 2023-11-04 Nima Sadeghzadeh, Nacer Farajzadeh, Novia Dattatri, Bianca P. Acevedo
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Machine Un-learning: An Overview of Techniques, Applications, and Future Directions Cognit. Comput. (IF 5.4) Pub Date : 2023-11-04 Siva Sai, Uday Mittal, Vinay Chamola, Kaizhu Huang, Indro Spinelli, Simone Scardapane, Zhiyuan Tan, Amir Hussain
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Trustworthy Artificial Intelligence Based on an Explicable Temporal Feature Network for Industrial Fault Diagnosis Cognit. Comput. (IF 5.4) Pub Date : 2023-11-03 Junwei Hu, Yong Zhang, Weigang Li, Xiujuan Zheng, Zhiqiang Tian
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A Novel Cognitively Inspired Deep Learning Approach to Detect Drivable Areas for Self-driving Cars Cognit. Comput. (IF 5.4) Pub Date : 2023-10-31 Fengling Jiang, Zeling Wang, Guoqing Yue
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What AI, Neuroscience, and Cognitive Science Can Learn from Each Other: An Embedded Perspective Cognit. Comput. (IF 5.4) Pub Date : 2023-11-01 Tsvi Achler
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Graph-Based Interactive Matching for Pairs of News Articles Cognit. Comput. (IF 5.4) Pub Date : 2023-10-30 Kunhao Pan, Guowei Zhang, Meng Liao, Jin Xu
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Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning Cognit. Comput. (IF 5.4) Pub Date : 2023-10-28 Pankayaraj Pathmanathan, Natalia Díaz-Rodríguez, Javier Del Ser
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Multispectral Image Quality Improvement Based on Global Iterative Fusion Constrained by Meteorological Factors Cognit. Comput. (IF 5.4) Pub Date : 2023-10-19 Yuetian Shi, Bin Fu, Nan Wang, Yaxiong Chen, Jie Fang
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Stability Analysis of Quaternion-Valued Neutral Neural Networks with Generalized Activation Functions Cognit. Comput. (IF 5.4) Pub Date : 2023-10-17 Yanqiu Wu, Zhengwen Tu, Nina Dai, Liangwei Wang, Ning Hu, Tao Peng
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Cognitively-Inspired Multi-Scale Spectral-Spatial Transformer for Hyperspectral Image Super-Resolution Cognit. Comput. (IF 5.4) Pub Date : 2023-10-16 Qin Xu, Shiji Liu, Jinpei Liu, Bin Luo
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State-of-the-Art of Stress Prediction from Heart Rate Variability Using Artificial Intelligence Cognit. Comput. (IF 5.4) Pub Date : 2023-10-12 Yeaminul Haque, Rahat Shahriar Zawad, Chowdhury Saleh Ahmed Rony, Hasan Al Banna, Tapotosh Ghosh, M. Shamim Kaiser, Mufti Mahmud
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Attention-Guided Multi-Scale Fusion Network for Similar Objects Semantic Segmentation Cognit. Comput. (IF 5.4) Pub Date : 2023-10-12 Fengqin Yao, Shengke Wang, Laihui Ding, Guoqiang Zhong, Shu Li, Zhiwei Xu
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Improving Knowledge Learning Through Modelling Students’ Practice-Based Cognitive Processes Cognit. Comput. (IF 5.4) Pub Date : 2023-09-29 Huifan Gao, Yifeng Zeng, Biyang Ma, Yinghui Pan
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Construction of a Hierarchical Organization in Semantic Memory: A Model Based on Neural Masses and Gamma-Band Synchronization Cognit. Comput. (IF 5.4) Pub Date : 2023-09-28 Mauro Ursino, Gabriele Pirazzini
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CoDeS: A Deep Learning Framework for Identifying COVID-Caused Depression Symptoms Cognit. Comput. (IF 5.4) Pub Date : 2023-09-28 Mudasir Ahmad Wani, Mohammad ELAffendi, Patrick Bours, Ali Shariq Imran, Amir Hussain, Ahmed A. Abd El-Latif
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Personality Enhanced Emotion Generation Modeling for Dialogue Systems Cognit. Comput. (IF 5.4) Pub Date : 2023-09-25 Zhiqiang Ma, Wenchao Jia, Yutong Zhou, Biqi Xu, Zhiqiang Liu, Zhuoyi Wu
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Bifurcation−Driven Tipping in A Novel Bicyclic Crossed Neural Network with Multiple Time Delays Cognit. Comput. (IF 5.4) Pub Date : 2023-09-16 Xiangyu Du, Min Xiao, Jie Ding, Jiajin He, Yi Yao, Jinde Cao
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Two-Stage Deep Ensemble Paradigm Based on Optimal Multi-scale Decomposition and Multi-factor Analysis for Stock Price Prediction Cognit. Comput. (IF 5.4) Pub Date : 2023-09-15 Jujie Wang, Jing Liu
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Online Signature Recognition: A Biologically Inspired Feature Vector Splitting Approach Cognit. Comput. (IF 5.4) Pub Date : 2023-09-15 Marcos Faundez-Zanuy, Moises Diaz, Miguel Angel Ferrer
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Neurosymbolic AI for Mining Public Opinions about Wildfires Cognit. Comput. (IF 5.4) Pub Date : 2023-09-14 Cuc Duong, Vethavikashini Chithrra Raghuram, Amos Lee, Rui Mao, Gianmarco Mengaldo, Erik Cambria
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Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer’s Disease Cognit. Comput. (IF 5.4) Pub Date : 2023-09-09 Hao Jia, Zihao Huang, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
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Prototype Consistency Learning for Medical Image Segmentation by Cross Pseudo Supervision Cognit. Comput. (IF 5.4) Pub Date : 2023-09-07 Lu Xie, Weigang Li, Yongqiang Wang, Yuntao Zhao
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TEGAN: Transformer Embedded Generative Adversarial Network for Underwater Image Enhancement Cognit. Comput. (IF 5.4) Pub Date : 2023-09-05 Zhi Gao, Jing Yang, Lu Zhang, Fengling Jiang, Xixiang Jiao
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A Novel Ensemble-Learning-Based Convolution Neural Network for Handling Imbalanced Data Cognit. Comput. (IF 5.4) Pub Date : 2023-09-04 Xianbin Wu, Chuanbo Wen, Zidong Wang, Weibo Liu, Junjie Yang
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O $$^2$$ -Bert: Two-Stage Target-Based Sentiment Analysis Cognit. Comput. (IF 5.4) Pub Date : 2023-09-01 Yan Yan, Bo-Wen Zhang, Guanwen Ding, Wenjie Li, Jie Zhang, Jia-Jing Li, Wenchao Gao
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A Transfer Learning-Based CNN Deep Learning Model for Unfavorable Driving State Recognition Cognit. Comput. (IF 5.4) Pub Date : 2023-08-25 Jichi Chen, Hong Wang, Enqiu He
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MDIW-13: a New Multi-Lingual and Multi-Script Database and Benchmark for Script Identification Cognit. Comput. (IF 5.4) Pub Date : 2023-08-25 Miguel A. Ferrer, Abhijit Das, Moises Diaz, Aythami Morales, Cristina Carmona-Duarte, Umapada Pal