Friday, June 9, 2017

Neural Networks, Volume 92, Pages 1-98, August 2017

Special Issue "Advances in Cognitive Engineering Using Neural Networks" Edited by Minho Lee, Steven Bressler and Robert Kozma

1. Advances in Cognitive Engineering Using Neural Networks  
Author(s): Minho Lee, Steven Bressler, Robert Kozma
Pages: 1-2

2. How can a recurrent neurodynamic predictive coding model cope with fluctuation in temporal patterns? Robotic experiments on imitative interaction   
Author(s): Ahmadreza Ahmadi, Jun Tani
Pages: 3-16

3. Dual-memory neural networks for modeling cognitive activities of humans via wearable sensors   
Author(s): Sang-Woo Lee, Chung-Yeon Lee, Dong-Hyun Kwak, Jung-Woo Ha, Jeonghee Kim, Byoung-Tak Zhang
Pages: 17-28

4. Understanding human intention by connecting perception and action learning in artificial agents   
Author(s): Sangwook Kim, Zhibin Yu, Minho Lee
Pages: 29-38

5. Application of structured support vector machine backpropagation to a convolutional neural network for human pose estimation   
Author(s): Peerajak Witoonchart, Prabhas Chongstitvatana
Pages: 39-46

6. Reprint of “Two-stage sparse coding of region covariance via Log-Euclidean kernels to detect saliency”   
Author(s): Ying-Ying Zhang, Cai Yang, Ping Zhang
Pages: 47-59

7. Evaluating deep learning architectures for Speech Emotion Recognition   
Author(s): Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Pages: 60-68

8. Weighted spatial based geometric scheme as an efficient algorithm for analyzing single-trial EEGS to improve cue-based BCI classification   
Author(s): Fatemeh Alimardani, Reza Boostani, Benjamin Blankertz
Pages: 69-76

9. Prediction of advertisement preference by fusing EEG response and sentiment analysis   
Author(s): Himaanshu Gauba, Pradeep Kumar, Partha Pratim Roy, Priyanka Singh, Debi Prosad Dogra, Balasubramanian Raman
Pages: 77-88

10. A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems   
Author(s): M.R. Gauthama Raman, Nivethitha Somu, Kannan Kirthivasan, V.S. Shankar Sriram
Pages: 89-97