2023 Journal Issues June 19, 2023 Regular Papers Volume 111, Issue 6 June 2023 Access the Full Issue Regular Papers Scanning the Issue Cognitive Dynamic Systems: A Review of Theory, Applications, and Recent Advances By W. Hilal, S. A. Gadsden, and J. Yawney This article reviews the current state of research literature published on cognitive dynamic systems and their applications. Bottom-Up and Top-Down Approaches for the Design of Neuromorphic Processing Systems: Tradeoffs and Synergies Between Natural and Artificial Intelligence By C. Frenkel, D. Bol, and G. Indiveri This article provides a comprehensive overview of bottom-up and top-down approaches, surveying key design choices and implementation strategies. Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey By J. Chen et al. This article comprehensively reviews knowledge-graph-aware research for two major sample shortage settings, namely zero-shot learning and few-shot learning. Point of View Micro/Nano Circuits and Systems Design and Design Automation: Challenges and Opportunities By G. Cauwenberghs et al. Access the Full Issue Share: