Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator. - Kazumasa Horie; Atsuo Suemitsu; Tomohiro Tanno; Masahiko Morita (ICONIP (4), 2016)

Robustness of Selective Desensitization Perceptron Against Irrelevant and Partially Relevant Features in Pattern Classification. - Tomohiro Tanno; Kazumasa Horie; Jun Izawa; Masahiko Morita (ICONIP (6), 2017)

NR-GAN: Noise Reduction GAN for Mice Electroencephalogram Signals. - Yuki Sumiya; Kazumasa Horie; Hiroaki Shiokawa; Hiroyuki Kitagawa (ICBSP, 2019)

Automatic sleep stage classification for sleep apnea patients using an in-home sleep electroencephalography device. - Saki Tsumoto; Jaehoon Seol; Kazumasa Horie; Fusae Kawana; Morie Tominaga; Shigeru Chiba; Hideaki Kondo; Hiroyuki Yoshimine; Masaki Matsubara; Atsuyuki Morishima; Masashi Yanagisawa; Hiroyuki Kitagawa (IEEE Big Data, 2024)

Sleep and Arousal Scoring for In-Home EEG Signals: A Multitask Learning Approach. - Juan Carlos Neira Almanza; Leo Ota; Kazumasa Horie; Fusae Kawana; Toshio Kokubo; Masashi Yanagisawa; Hiroyuki Kitagawa (ICHI, 2024)

Automated Generation of Narrative Sleep Reports Utilizing Portable Electroencephalogram Data Through ChatGPT. - Saki Tsumoto; Fusae Kawana; Kazumasa Horie; Minori Masaki; Kei Nishida; Kazuya Miyanishi; Jaehoon Seol; Morie Tominaga; Takashi Amemiya; Tetsuro Hiei; Akihiro Tani; Masaki Matsubara; et al. (ICHI, 2024)

Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring. - Ryuhei Kawabata; Kazumasa Horie; Philippe Lalanda; Hiroyuki Kitagawa (ICHI, 2025)

Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data. - Vijdan Khalique; Zhengting Wang; Kazumasa Horie; Fusae Kawana; Toshio Kokubo; Masashi Yanagisawa; Hiroyuki Kitagawa (ICHI, 2025)

Real-time Automatic Detection of Definite-REM Sleep. - Fumiya Sano; Taisuke Kokusho; Kazumasa Horie; Junya Furuki; Yoko Suzuki; Takashi Abe; Hiroyuki Kitagawa (ICHI, 2025)