IEEE Transactions on Cognitive and Developmental Systems, Volume 16, Issue 5, October 2024

1) Guest Editorial: Special Issue on Advancing Machine Intelligence With Neuromorphic Computing

Author(s): Guoqi Li, Emre Neftci, Rong Xiao, Pablo Lanillos, Kaushik Roy

Pages: 1623 - 1625

2) LC-TTFS: Toward Lossless Network Conversion for Spiking Neural Networks With TTFS Coding

Author(s): Qu Yang, Malu Zhang, Jibin Wu, Kay Chen Tan, Haizhou Li

Pages: 1626 - 1639

3) Asymmetric Spatiotemporal Online Learning for Deep Spiking Neural Networks

Author(s): Rong Xiao, Limiao Ning, Yixuan Wang, Huajun Du, Sen Wang, Rui Yan

Pages: 1640 - 1647

4) Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where

Author(s): Buddhi Wickramasinghe, Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Wachirawit Ponghiran, Kaushik Roy

Pages: 1648 - 1663

5) SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework

Author(s): Shuangming Yang, Haowen Wang, Badong Chen

Pages: 1664 - 1676

6) Closed-Form Control With Spike Coding Networks

Author(s): Filip S. Slijkhuis, Sander W. Keemink, Pablo Lanillos

Pages: 1677 - 1687

7) Improving Graph Collaborative Filtering via Spike Signal Embedding Perturbation

Author(s): Ying Ma, Gang Chen, Guoqi Li

Pages: 1688 - 1697

8) EEG-Based Auditory Attention Detection With Spiking Graph Convolutional Network

Author(s): Siqi Cai, Ran Zhang, Malu Zhang, Jibin Wu, Haizhou Li

Pages: 1698 - 1706

9) Brain-Inspired Model and Neuromorphic Circuit Implementation for Feature-Affective Associative Memory Network

Author(s): Yutong Zhang, Zhigang Zeng

Pages: 1707 - 1721

10) Memristive Circuit Design for Personalized Emotion Generation With Memory and Retrieval Functions

Author(s): Zhanfei Chen, Xiaoping Wang, Chao Yang, Zilu Wang, Zhigang Zeng

Pages: 1722 - 1735

11) BitSNNs: Revisiting Energy-Efficient Spiking Neural Networks

Author(s): Yangfan Hu, Qian Zheng, Gang Pan

Pages: 1736 - 1747

12) Measuring Human Comfort in Human–Robot Collaboration via Wearable Sensing

Author(s): Yuchen Yan, Haotian Su, Yunyi Jia

Pages: 1748 - 1758

13) Deep-Reinforcement-Learning-Based Driving Policy at Intersections Utilizing Lane Graph Networks

Author(s): Yuqi Liu, Qichao Zhang, Yinfeng Gao, Dongbin Zhao

Pages: 1759 - 1774

14) DatUS: Data-Driven Unsupervised Semantic Segmentation With Pretrained Self-Supervised Vision Transformer

Author(s): Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah

Pages: 1775 - 1788

15) Efficient Semisupervised Object Segmentation for Long-Term Videos Using Adaptive Memory Network

Author(s): Shan Zhong, Guoqiang Li, Wenhao Ying, Fuzhou Zhao, Gengsheng Xie, Shengrong Gong

Pages: 1789 - 1802

16) Deep Learning to Interpret Autism Spectrum Disorder Behind the Camera

Author(s): Shi Chen, Ming Jiang, Qi Zhao

Pages: 1803 - 1813

17) Spatiotemporal Feature Enhancement Network for Blur Robust Underwater Object Detection

Author(s): Hao Zhou, Lu Qi, Hai Huang, Xu Yang, Jing Yang

Pages: 1814 - 1828

18) GENet: A Generic Neural Network for Detecting Various Neurological Disorders From EEG

Author(s): Md. Nurul Ahad Tawhid, Siuly Siuly, Kate Wang, Hua Wang

Pages: 1829 - 1842

19) Toward Two-Stream Foveation-Based Active Vision Learning

Author(s): Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy

Pages: 1843 - 1860

20) Unifying Obstacle Avoidance and Tracking Control of Redundant Manipulators Subject to Joint Constraints: A New Data-Driven Scheme

Author(s): Peng Yu, Ning Tan, Zhaohui Zhong, Cong Hu, Binbin Qiu, Changsheng Li

Pages: 1861 - 1871

21) Cognitive Assessment of Scientific Creative Skill by Brain-Connectivity Analysis Using Graph Convolutional Interval Type-2 Fuzzy Network

Author(s): Sayantani Ghosh, Amit Konar, Atulya K. Nagar

Pages: 1872 - 1886

22) MAVIDSQL: A Model-Agnostic Visualization for Interpretation and Diagnosis of Text-to-SQL Tasks

Author(s): Jingwei Tang, Guodao Sun, Jiahui Chen, Gefei Zhang, Baofeng Chang, Haixia Wang, Ronghua Liang

Pages: 1887 - 1903