The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition

JOURNAL ARTICLE published July 2023 in Cognitive Computation

Research funded by National Natural Science Foundation of China (11932013) | Tianjin Natural Science Foundation for Distinguished Young Scholars (18JCJQJC46100) | Tianjin Research Innovation Project for Postgraduate Students (2020YJSB003) | Tianjin Research Innovation Project for Postgraduate Students (2021YJSB018)

Authors: Yikang Yang | Jia Ren | Feng Duan

A Learner-Independent Knowledge Transfer Approach to Multi-task Learning

JOURNAL ARTICLE published September 2014 in Cognitive Computation

Authors: Shaoning Pang | Fan Liu | Youki Kadobayashi | Tao Ban | Daisuke Inoue

Possibility Degree and Power Aggregation Operators of Single-Valued Trapezoidal Neutrosophic Numbers and Applications to Multi-Criteria Group Decision-Making

JOURNAL ARTICLE published May 2021 in Cognitive Computation

Research funded by National Natural Science Foundation of China (71571193)

Authors: Jing Wang | Jian-qiang Wang | Yin-xiang Ma

Computation in Emotional Processing: Quantitative Confirmation of Proportionality Hypothesis for Angry Unhappy Emotional Intensity to Perceived Loss

JOURNAL ARTICLE published June 2011 in Cognitive Computation

Authors: David Nicoladie Tam

Exploiting a Modified Gray Model in Back Propagation Neural Networks for Enhanced Forecasting

JOURNAL ARTICLE published September 2014 in Cognitive Computation

Authors: Xuejun Gao | Tingwen Huang | Zhenyou Wang | Mingqing Xiao

Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains

JOURNAL ARTICLE published January 2022 in Cognitive Computation

Research funded by ANID (11200290,ICN17_002) | VID Uchile (UI-004/20)

Authors: Felipe Bravo-Marquez | Cristián Tamblay

An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks

JOURNAL ARTICLE published July 2023 in Cognitive Computation

Research funded by National Natural Science Foundation of China (U20A20398,62076005) | National Natural Science Foundation of China (61906002) | Natural Science Foundation of Anhui Province (2008085MF191,2008085QF306) | University Synergy Innovation Program of Anhui Province, China (GXXT-2021-002)

Authors: Dengdi Sun | Leilei Ma | Zhuanlian Ding | Bin Luo

Three-Way Image Classification with Evidential Deep Convolutional Neural Networks

JOURNAL ARTICLE published November 2022 in Cognitive Computation

Research funded by National Natural Science Foundation of China (61976134,92046008)

Authors: Xiaodong Yue | Yufei Chen | Bin Yuan | Ying Lv

A Novel Biologically Inspired Approach for Clustering and Multi-Level Image Thresholding: Modified Harris Hawks Optimizer

JOURNAL ARTICLE published May 2022 in Cognitive Computation

Research funded by National Natural Science Foundation of China (11871167,61866040) | Special Support Plan for High-Level Talents of Guangdong Province (2019TQ05X571) | Department of Education of Guangdong Province (2019KZDZX1023, 2019GWZDXM004, 2019GWZJD003) | Project of Guangdong Province Innovative Team (2020WCXTD01) | Guangdong Natural Science Foundation (2019A1515011797)

Authors: Jia Cai | Tianhua Luo | Guanglong Xu | Yi Tang

Motor Imagery EEG Classification Based on Kernel Hierarchical Extreme Learning Machine

JOURNAL ARTICLE published December 2017 in Cognitive Computation

Research funded by National Natural Science Foundation of China (61672070)

Authors: Lijuan Duan | Menghu Bao | Song Cui | Yuanhua Qiao | Jun Miao

A Novel Cognitively Inspired State Transition Algorithm for Solving the Linear Bi-Level Programming Problem

JOURNAL ARTICLE published October 2018 in Cognitive Computation

Research funded by National Natural Science Foundation of China (61503416) | National Natural Science Foundation of China (61533021) | 111 Project (B17048) | National Natural Science Foundation of China (61533020)

Authors: Zhaoke Huang | Chunhua Yang | Xiaojun Zhou | Weihua Gui

Robust Visual Saliency Optimization Based on Bidirectional Markov Chains

JOURNAL ARTICLE published January 2021 in Cognitive Computation

Research funded by the Fundamental Research Funds for the Central Universities of China (ACAIM190302) | Universities Joint Key Laboratory of Photoelectric Detection Science and Technology in Anhui Province (2019GDTCZD02) | the National Natural Science Foundation of China (913203002) | the Pilot Project of Chinese Academy of Sciences (XDA08040109)

Authors: Fengling Jiang | Bin Kong | Jingpeng Li | Kia Dashtipour | Mandar Gogate

Action-Based Pedestrian Identification via Hierarchical Matching Pursuit and Order Preserving Sparse Coding

JOURNAL ARTICLE published October 2016 in Cognitive Computation

Research funded by National High Technology Research and Development Program (863 Program) of China (2014AA012204) | National Natural Science Foundation of China (61202228,61472002)

Authors: Si-Bao Chen | Yi Xin | Bin Luo

Minotaurus: A System for Affective Human–Robot Interaction in Smart Environments

JOURNAL ARTICLE published December 2014 in Cognitive Computation

Authors: Juha Röning | Jukka Holappa | Vili Kellokumpu | Antti Tikanmäki | Matti Pietikäinen

An Adaptive Genetic-Based Incremental Architecture for the On-Line Coordination of Embedded Agents

JOURNAL ARTICLE published December 2009 in Cognitive Computation

Authors: Elias Tawil | Hani Hagras

Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition

JOURNAL ARTICLE published December 2018 in Cognitive Computation

Research funded by Science and Technology Development Fund of Macao S.A.R (MoST-FDCT Joint Grant 015/2015/AMJ) | Science and Technology Development Fund of Macao S.A.R (FDCT/121/2016/A3) | Universidade de Macau (MYRG2016-00160-FST)

Authors: Zhi-Xin Yang | Lulu Tang | Kun Zhang | Pak Kin Wong

A Sensor Self-aware Distributed Consensus Filter for Simultaneous Localization and Tracking

JOURNAL ARTICLE published October 2016 in Cognitive Computation

Research funded by National Natural Science Foundation of China (61503413,61411130134) | Shandong Provincial Natural Science Foundation (ZR2015FL027) | Shandong Outstanding Young Scientist Fund (BS2013DX006) | the UK Royal Society (IE131036) | the Fundamental Research Funds for the Central Universities (2)

Authors: Xiangyuan Jiang | Peng Ren | Chunbo Luo

Decoding Premovement Patterns with Task-Related Component Analysis

JOURNAL ARTICLE published September 2021 in Cognitive Computation

Research funded by National Key R&D Program of China (2017YFE0129700) | National Natural Science Foundation of China (11932013) | National Natural Science Foundation of China (61673224) | Tianjin Natural Science Foundation for Distinguished Young Scholars (18JCJQJC46100) | Tianjin Science and Technology Plan Project (18ZXJMTG00260)

Authors: Feng Duan | Hao Jia | Zhe Sun | Kai Zhang | Yangyang Dai | Yu Zhang

Latent Space Exploration and Functionalization of a Gated Working Memory Model Using Conceptors

JOURNAL ARTICLE published September 2023 in Cognitive Computation

Authors: Anthony Strock | Nicolas P. Rougier | Xavier Hinaut

Improving Automatic Detection of Obstructive Sleep Apnea Through Nonlinear Analysis of Sustained Speech

JOURNAL ARTICLE published December 2013 in Cognitive Computation

Authors: José Luis Blanco | Luis A. Hernández | Rubén Fernández | Daniel Ramos