The Enduring Dominance of Deep Neural Networks: A Critical Analysis of the Fundamental Limitations of Quantum Machine Learning and Spiking Neural Networks. - Takehiro Ishikawa (CoRR, 2025)

Balancing Centralized Learning and Distributed Self-Organization: A Hybrid Model for Embodied Morphogenesis. - Takehiro Ishikawa (CoRR, 2025)

External Benchmarking of Lung Ultrasound Models for Pneumothorax-Related Signs: A Manifest-Based Multi-Source Study. - Takehiro Ishikawa (CoRR, 2026)

A Multi-Probe Audit of Clinical-Interview Depression Detection Benchmarks. - Takehiro Ishikawa; Jon Duke (CoRR, 2026)