Cognitive Computation

Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex

Layla Chadaporn Antaket, Yoshiki Kashimori

• Open Access

UAV Landing Platform Recognition Using Cognitive Computation Combining Geometric Analysis and Computer Vision Techniques

J. A. García-Pulido, G. Pajares, S. Dormido

Extreme Learning Machine with Kernels for Solving Elliptic Partial Differential Equations

Shaohong Li, Guoguo Liu, Shiguo Xiao

DLW-NAS: Differentiable Light-Weight Neural Architecture Search

Shu Li, Yuxu Mao, Fuchang Zhang, Dong Wang, Guoqiang Zhong

A Mixed Approach for Aggressive Political Discourse Analysis on Twitter

Javier Torregrosa, Sergio D’Antonio-Maceiras, Guillermo Villar-Rodríguez, Amir Hussain, Erik Cambria, David Camacho

Dynamical Bifurcations in a Fractional-Order Neural Network with Nonidentical Communication Delays

Shansong Mo, Chengdai Huang, Jinde Cao, Ahmed Alsaedi

Learning Discriminated Features Based on Feature Pyramid Networks and Attention for Multi-scale Object Detection

Yunhua Lu, Minghui Su, Yong Wang, Zhi Liu, Tao Peng

C-Loss-Based Doubly Regularized Extreme Learning Machine

Qing Wu, Yan–Lin Fu, Dong–Shun Cui, En Wang

Green Supplier Selection Mechanism Based on Information Environment of Z-Numbers

Congjun Rao, Mingyun Gao, Mark Goh, Xinping Xiao

• Open Access

A Boundary Regression Model for Nested Named Entity Recognition

Yanping Chen, Lefei Wu, Qinghua Zheng, Ruizhang Huang, Jun Liu, Liyuan Deng, Junhui Yu, Yongbin Qing, Bo Dong, Ping Chen

One-Stage Multi-view Clustering with Hierarchical Attributes Extraction

Yong Mi, Jian Dai, Zhenwen Ren, Xiaojian You, Yanlong Wang

Surface Defect Detection Algorithm Based on Feature-Enhanced YOLO

Yongfang Xie, Weitao Hu, Shiwen Xie, Lei He

• Open Access

Minimum Power Adversarial Attacks in Communication Signal Modulation Classification with Deep Learning

Da Ke, Xiang Wang, Kaizhu Huang, Haoyuan Wang, Zhitao Huang

• Open Access

Exploring Dimensionality Reduction Techniques in Multilingual Transformers

Álvaro Huertas-García, Alejandro Martín, Javier Huertas-Tato, David Camacho

ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer

Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani

Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction

Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari

Stein Variational Gradient Descent with Multiple Kernels

Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu

Fast and General Incomplete Multi-view Adaptive Clustering

Xia Ji, Lei Yang, Sheng Yao, Peng Zhao, Xuejun Li

A Novel Unsupervised Spatial–Temporal Learning Mechanism in a Bio-inspired Spiking Neural Network

Masoud Amiri, Amir Homayoun Jafari‬, Bahador Makkiabadi, Soheila Nazari

Neural Modeling and Real-Time Environment Training of Human Binocular Stereo Visual Tracking

Jiaguo Wang, Xianghao Meng, Hanyuan Xu, Yang Pei

• Open Access

Distance from Unimodality for the Assessment of Opinion Polarization

John Pavlopoulos, Aristidis Likas

A Data-Driven Energy Management Strategy Based on Deep Reinforcement Learning for Microgrid Systems

Gang Bao, Rui Xu

A New Approach for JPEG Steganalysis with a Cognitive Evolving Ensembler and Robust Feature Selection

Vasily Sachnev, Narasimhan Sundararajan, Sundaram Suresh

Deep Non-linear and Unbiased Deep Decisive Pooling Learning–Based Opinion Mining of Customer Review

Saraswathi Kuppusamy, Renukadevi Thangavel

A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion

Teng Gao, Qing Pan, Jian Zhou, Huabin Wang, Liang Tao, Hon Keung Kwan

Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks

Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria