Advances in Brain Inspired Cognitive Systems

Neural Computation.- Style Neutralization Generative Adversarial Classifier.- How Good a Shadow Neural Network is for Solving Non-linear Decision Making Problems.- Predicting Seminal Quality using Back-Propagation Neural Networks with Optimal Feature Subsets.- Deep Learning based Recommendation Algorithm in Online Medical Platform.- The Prediction Model of Saccade Target Based on LSTM-CRF for Chinese Reading.- Visual Cognition Inspired Vehicle Re-identification via Correlative Sparse Ranking with Multi-view Deep Features.- Fully Automatic Synaptic Cleft Detection and Segmentation From EM Images based on Deep Learning.- Deep Background Subtraction of Thermal and Visible Imagery for Pedestrian Detection in Videos.- Recent Advances in Deep Learning for Single Image Super-Resolution.- Using GAN to augment the synthesizing images from 3D models.- Deep Learning Based Single Image Super-resolution: A Survey.- DAU-GAN: Unsupervised object transfiguration via Deep Attention Unit.- Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron.- 3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images.- Biologically Inspired Systems.- A study of the role of attention in classifying covert and overt motor activities.- Attend to Knowledge: Memory-enhanced Attention Network for Image Captioning.- Direction Guided Cooperative Coevolutionary Differential Evolution Algorithm for Cognitive Modelling of Ray Tracing in Separable High Dimensional Space.- P300 brain waves instigated semi supervised video surveillance for inclusive security systems.- Motor Imagery EEG Recognition Based on FBCSP and PCA.- A Hybrid Brain-Computer Interface System Based on Motor Imageries and Eye-blinking.- Goal-directed behavior control based on the mechanism of neuromodulation.- Automated analysis of chest radiographs for cystic fibrosis scoring.- Mismatching Elimination Algorithm in SIFT Based on Function Fitting.- Novel GroupVariable Selection for Salient Skull Region Selection and Sex Determination.- AFSnet: Fixation Prediction in Movie Scenes with Auxiliary Facial Saliency.- A Visual Attention Model based on Human Visual Cognition.- An Extended Common Spatial Pattern Framework for EEG-Based Emotion Classification.- CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm.- Early Identification of Alzheimers Disease Using An Ensemble of 3D Convolutional Neural Networks and Magnetic Resonance Imaging.- Image Recognition: Detection, Tracking and Classification.- A Novel Semi-Supervised Classification Method Based on Class Certainty of Samples.- Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification.- High-resolution Image Classification using the Dynamic Differential Evolutionary Algorithm Optimized Multi-Scale Kernel Support Vector Machine Method.- Eigenface Algorithm-Based Facial Expression Recognition in Conversations - AnExperimental Study.- Unsupervised Hyperspectral Band Selection Based on maximum Information Entropy and Determinantal Point Process.- Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery.- Gaussian-Staple for Robust Visual Object Real-Time Tracking.- Saliency-Weighted Global-Local Fusion for Person Re-identification.- Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification.- Local-Global Extraction Unit for Person Re-Identification.- Robust image corner detection based on maximum pointtochord distance.- Fabric Defect Detection based on Sparse Representation Image Decomposition.- Salient Superpixel Visual Tracking with Coarse-to-Fine Segmentation and Manifold Ranking.- A Regenerated Feature Extraction Method for Cross-modal Image Registration.- Bottom-up Saliency Prediction by Simulating End-stopping with Log-Gabor.- Learning Collaborative Sparse Correlation Filter for Real-time Multispectral Object Tracking.- Saliency