publications

2026

  1. arXiv
    Invariant-Measure Reasoners: Stable Representations for Latent Reasoning
    Yuto Inui, Takuya Konishi, and Yoshinobu Kawahara
    arXiv preprint arXiv:2610.10996, October 2026
    arXiv
  2. IJCNN
    Oral
    ijcnn2026-preview.png
    Kernel Occupation Readout for Oscillatory Recurrent Neural Networks
    Yuto Inui, Masahiro Ikeda, Takuya Konishi, and Yoshinobu Kawahara
    In Proceedings of the International Joint Conference on Neural Networks (IJCNN ’26), June 2026
    Oral Presentation

2025

  1. ICONIP
    Oral
    iconip2024-preview.png
    Learning with Almost Invariant Sets in Neural Oscillatory ODEs
    Yuto Inui, Takuya Konishi, and Yoshinobu Kawahara
    In Proceedings of the 31st International Conference on Neural Information Processing (ICONIP ’24), June 2025
    Oral Presentation
    DOI