Sunday, June 10, 2018

IEEE Transactions on Cognitive and Developmental Systems, Volume 10, Number 2, June 2018

1. Guest Editorial Special Issue on Neuromorphic Computing and Cognitive Systems
H. Tang, T. Huang, J. L. Krichmar, G. Orchard and A. Basu

2. Adaptive Robot Path Planning Using a Spiking Neuron Algorithm With Axonal Delays
T. Hwu, A. Y. Wang, N. Oros and J. L. Krichmar

3. Neuro-Activity-Based Dynamic Path Planner for 3-D Rough Terrain
A. A. Saputra, Y. Toda, J. Botzheim and N. Kubota

4. EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons
M. Zhang, H. Qu, A. Belatreche and X. Xie

5. Robotic Homunculus: Learning of Artificial Skin Representation in a Humanoid Robot Motivated by Primary Somatosensory Cortex
M. Hoffmann, Z. Straka, I. Farkas, M. Vavrecka and G. Metta

6. A Novel Parsimonious Cause-Effect Reasoning Algorithm for Robot Imitation and Plan Recognition
G. Katz, D. W. Huang, T. Hauge, R. Gentili and J. Reggia

7. Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM
D. Xing, C. Qian, H. Li, S. Zhang, Q. Zhang, Y. Hao, X. Zheng, Z. Wu, Y. Wang, G. Pan

8. Visual Pattern Recognition Using Enhanced Visual Features and PSD-Based Learning Rule
X. Xu, X. Jin, R. Yan, Q. Fang and W. Lu

9. Multimodal Functional and Structural Brain Connectivity Analysis in Autism: A Preliminary Integrated Approach With EEG, fMRI, and DTI
B. A. Cociu, S. Das, L. Billeci, W. Jamal, K. Maharatna, S. Calderoni, A. Narzisi, F. Muratori

10. Observing and Modeling Developing Knowledge and Uncertainty During Cross-Situational Word Learning
G. Kachergis and C. Yu

11. Prediction Error in the PMd As a Criterion for Biological Motion Discrimination: A Computational Account
Y. Kawai, Y. Nagai and M. Asada

12. Learning 4-D Spatial Representations Through Perceptual Experience With Hypercubes
T. Miwa, Y. Sakai and S. Hashimoto

13. Fuzzy Feature Extraction for Multichannel EEG Classification
P. Y. Zhou and K. C. C. Chan

14. Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning
X. Xu, S. Xiao, Z. Yi, X. Peng and Y. Liu

15. A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle
Y. Zeng, G. Wang and B. Xu

16. Biologically Inspired Self-Organizing Map Applied to Task Assignment and Path Planning of an AUV System
D. Zhu, X. Cao, B. Sun and C. Luo

17. Autonomous Discovery of Motor Constraints in an Intrinsically Motivated Vocal Learner
J. M. Acevedo-Valle, C. Angulo and C. Moulin-Frier

18. Bio-Inspired Model Learning Visual Goals and Attention Skills Through Contingencies and Intrinsic Motivations
V. Sperati and G. Baldassarre

19. Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning Approach
J. Hwang and J. Tani

20. Learning Temporal Intervals in Neural Dynamics
B. Duran and Y. Sandamirskaya

21. Quantifying Cognitive Workload in Simulated Flight Using Passive, Dry EEG Measurements
J. A. Blanco, M. K. Johnson, K. J. Jaquess, H. Oh, L. Lo, R. J. Gentili, B. D. Hatfield

22. Enhanced Robotic Hand–Eye Coordination Inspired From Human-Like Behavioral Patterns
F. Chao, Z. Zhu, C. Lin, H. Hu, L. Yang, C. Shang, C. Zhou

23. Covariate Conscious Approach for Gait Recognition Based Upon Zernike Moment Invariants
H. Aggarwal and D. K. Vishwakarma

24. EEG-Based Emotion Recognition Using Hierarchical Network With Subnetwork Nodes
Y. Yang, Q. M. J. Wu, W. L. Zheng and B. L. Lu

26. A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity
P. Yin, H. Qiao, W. Wu, L. Qi, Y. Li, S. Zhong, B. Zhang

27. Zero-Shot Image Classification Based on Deep Feature Extraction
X. Wang, C. Chen, Y. Cheng and Z. J. Wang

28. A Hormone-Driven Epigenetic Mechanism for Adaptation in Autonomous Robots
J. Lones, M. Lewis and L. Ca?amero

29. Heteroscedastic Regression and Active Learning for Modeling Affordances in Humanoids
F. Stramandinoli, V. Tikhanoff, U. Pattacini and F. Nori

30. Artificial Cognitive Systems That Can Answer Human Creativity Tests: An Approach and Two Case Studies
A. M. Olte?eanu, Z. Falomir and C. Freksa

31. A Practical SSVEP-Based Algorithm for Perceptual Dominance Estimation in Binocular Rivalry
K. Tanaka, M. Tanaka, T. Kajiwara and H. O. Wang