Hirotada Honda

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 19

Top Topics

Dimensionality Reduction

Reservoir Computing

Top Venues

Networks Heterog. Media

Publications

Phuong Dinh, Deddy Jobson, Takashi Sano, Hirotada Honda, Shugo Nakamura
Understanding Neural ODE prediction decision using SHAP. NLDL (2024)
Hirotada Honda
An Application of a PDE-Based Neural Network with Bayesian Optimization to Regression. ICAIIC (2024)
Tuan Nguyen, Hirotada Honda, Takashi Sano, Vinh Nguyen, Shugo Nakamura, Tan Minh Nguyen
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach. AISTATS (2024)
Hirotada Honda, Phuong Dinh, Pham Thu Thao, Yuho Tabata, Bui Duc Anh
Dimensionality reduction as a non-cooperative game. ICAIIC (2023)
Hirotada Honda, Takashi Sano, Shugo Nakamura, Mitsuaki Ueno, Hiroki Hanazawa, Nguyen Manh Duc Tuan
An ODE-based neural network with Bayesian optimization. JSIAM Lett. 15 (2023)
Tuan Nguyen, Tan M. Nguyen, Hirotada Honda, Takashi Sano, Vinh Nguyen, Shugo Nakamura
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach. CoRR (2023)
Hirotada Honda
A novel framework for reservoir computing with inertial manifolds. ICAIIC (2021)
Hirotada Honda
Reservoir Computing with an Inertial Form. SIAM J. Appl. Dyn. Syst. 20 (3) (2021)
Hirotada Honda
Reservoir computing with inertial manifold. ICAIIC (2020)
Hirotada Honda
On a model of target detection in molecular communication networks. Networks Heterog. Media 14 (4) (2019)
Hiroshi Saito, Hirotada Honda
Geometric Analysis of Estimability of Target Object Shape Using Location-Unknown Distance Sensors. IEEE Trans. Control. Netw. Syst. 6 (1) (2019)
Hirotada Honda
Sensitivity of quantum PageRank. CoRR (2019)
Hirotada Honda, Hiroshi Saito
Nation-Wide Disaster Avoidance Control Against Heavy Rain. IEEE/ACM Trans. Netw. 27 (3) (2019)
Hiroshi Saito, Hirotada Honda
Geometric Analysis of Observability of Target Object Shape Using Location-Unknown Distance Sensors. CoRR (2017)
Hirotada Honda
Global-in-time solution and stability of Kuramoto-Sakaguchi equation under non-local Coupling. Networks Heterog. Media 12 (1) (2017)
Hiroshi Saito, Hirotada Honda, Ryoichi Kawahara
Disaster avoidance control against heavy rainfall. INFOCOM (2017)
Tatsuaki Kimura, Hiroshi Saito, Hirotada Honda
Optimal transmission range for V2I communications on congested highways. PIMRC (2017)
Tatsuaki Kimura, Hiroshi Saito, Hirotada Honda, Ryoichi Kawahara
Modeling Urban ITS Communication via Stochastic Geometry Approach. VTC Fall (2016)
Hirotada Honda
Mathematical analysis of neuronal firing in visual cortex. JSIAM Lett. 8 (2016)
Hirotada Honda
Filtering. SAINT (2006)