Ausgabe 2/2018
Includes special section on Brain Inspired Cognitive Systems (BICS)
Inhalt (17 Artikel)
An Online Sequential Learning Non-parametric Value-at-Risk Model for High-Dimensional Time Series
Heng-Guo Zhang, Libo Wu, Yan Song, Chi-Wei Su, Qingping Wang, Fei Su
A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks
Mohammed Anbar, Rosni Abdullah, Bassam Naji Al-Tamimi, Amir Hussain
The Importance of Pen Motion Pattern Groups for Semi-Automatic Classification of Handwriting into Mental Workload Classes
Murad Badarna, Ilan Shimshoni, Gil Luria, Sara Rosenblum
A Novel Picture Fuzzy Linguistic Aggregation Operator and Its Application to Group Decision-making
Peide Liu, Xiaohong Zhang
Semantic Scene Mapping with Spatio-temporal Deep Neural Network for Robotic Applications
Ruihao Li, Dongbing Gu, Qiang Liu, Zhiqiang Long, Huosheng Hu
Segmentation of Drivable Road Using Deep Fully Convolutional Residual Network with Pyramid Pooling
Xiaolong Liu, Zhidong Deng
Special Issue of BICS 2016
Cheng-Lin Liu, Amir Hussain, Bin Luo, Kay Chen Tan, Yi Zeng, Zhaoxiang Zhang
Anatomical Pattern Analysis for Decoding Visual Stimuli in Human Brains
Muhammad Yousefnezhad, Daoqiang Zhang
A Brain-Inspired Decision Making Model Based on Top-Down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations
Feifei Zhao, Yi Zeng, Guixiang Wang, Jun Bai, Bo Xu
Toward Robot Self-Consciousness (II): Brain-Inspired Robot Bodily Self Model for Self-Recognition
Yi Zeng, Yuxuan Zhao, Jun Bai, Bo Xu
End-to-End Lifelong Learning: a Framework to Achieve Plasticities of both the Feature and Classifier Constructions
Wangli Hao, Junsong Fan, Zhaoxiang Zhang, Guibo Zhu
Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation
Yuan-Yuan Shen, Cheng-Lin Liu
Compressing and Accelerating Neural Network for Facial Point Localization
Dan Zeng, Fan Zhao, Wei Shen, Shiming Ge
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition
Jinpeng Li, Zhaoxiang Zhang, Huiguang He
A Primal Neural Network for Online Equality-Constrained Quadratic Programming
Ke Chen, Zhaoxiang Zhang