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A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (2)

Neuroscience study has revealed the discrepancy of emotion expression between the left and right hemispheres of human brain. Inspired by this study, i......

Investigation of Local White Matter Properties in Professional Chess Player: A Diffusion Magnetic Resonance Imaging Study Based on Automatic Annotation Fiber Clustering

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (2)

This article investigates whether the white matter (WM) anatomical changes exist in the brain of professional chess players. Diffusion magnetic resona......

An Efficient Unified Approach Using Demonstrations for Inverse Reinforcement Learning

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

A reinforcement learning (RF) agent is always equipped with a designed reward function to correct policies for optimal decision making through interac......

A Hippocampal-Entorhinal System Inspired Model for Visual Concept Representation

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (2)

Visual concepts play a significant role in human cognition. The question of how past experience guides the formation of the visual concept system has ......

A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

In endovascular and cardiovascular surgery, real-time guidewire morphological and positional analysis is an important prerequisite for robot-assisted ......

Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

This article presents a solution for fatigue recognition through a new deep learning model that has a characteristic input of the power spectrum of an......

Attention-Based Video Hashing for Large-Scale Video Retrieval

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

Large-scale video retrieval is a challenging problem because of the exponential growth of video collections on the Internet. To address this challenge......

Deep Spiking Neural Networks With Binary Weights for Object Recognition

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

Spiking neural networks (SNNs) have shown great potential as a solution for realizing ultralow-power consumption on neuromorphic hardware, but obtaini......

A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

With the development of research on novel memristor model and device, neural networks by integrating various memristor models have become a hot resear......

Speech Emotion Recognition Based on Robust Discriminative Sparse Regression

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (2)

Speech emotion recognition has recently attracted much interest due to the widespread of multimedia data. It generally involves two basic problems: 1)......

A Novel Grip Force Cognition Scheme for Robot-Assisted Minimally Invasive Surgery

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (2)

Obtaining a grip force in robot-assisted minimally invasive surgery (RMIS) has always been a crucial research topic. A novel grip force cognition sche......

Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

In modern textile industrial processes, textile defect recognition and classification are of vital importance for textile quality control. Recently, a......

Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

Mental fatigue is a common phenomenon with implicit and multidimensional properties. It brings dynamic changes in functional brain networks. However, ......

The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

Emerged evidence has uncovered the differences in cognition and decision characteristics between adolescents and adults. Nevertheless, the neural mech......

Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization

期刊: IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021; 13 (3)

Accumulating evidences showed that the optimal brain network topology was altered with the progression of fatigue during car driving. However, the ext......

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