Yoshio Ebihara
International Research Projects
- Principle Investigator, JST ASPIRE for Top Scientists, 2024-2031.
Japan Science and Technology Agency (JST),
Adopting Sustainable Partnerships for Innovative Research Ecosystem (ASPIRE) for Top Scientists,
"Building Mathematical Foundation for Cyber Physical Dynamical Systems: Interdisciplinary Research and Human Resource Development on Control with Prediction and Learning."
- Press Release on December 2, 2024, can be found here.
International Activities
Keynote/Tutorial Talks
Recent Special Events
Research Interests
Reliability Verification of AI Algorithms and Neural Networks by Mathematical Systems Theory
-
Exact Model Reduction of Feedforward Neural Networks.
-
Lipschitz Constant Computation of Feedforward Neural Networks.
-
Stability Analysis of Recurrent Neural Networks.
Analysis and Synthesis of Dynamical Systems Using Conic Programming
-
O'Shea-Zames-Falb Multipliers for Idempotent Nonlinearities.
-
Analysis and Synthesis of Nonlinear Dynamical Systems Using Copositive Programming.
Past Topics
-
H2 State-Feedback Synthesis Under Positivity Constraint on the Closed-Loop Systems.
-
Construction of Externally Positive Systems for LTI System Analysis.
-
LMI-based Performance Limitations Analysis of H-infinity Control Systems.
-
Analysis and Synthesis of Positive Systems with Time Delays.
-
Stability and Persistence Analysis of Large-Scale Interconnected
Positive Systems.
-
L1-induced Norm Analysis and Synthesis of Positive Systems.
-
Periodic Controller Synthesis for Discrete-Time Systems.
-
Robust SDP/LMI.
-
Linear System Analysis Using the Generalized S-procedure.
-
Stability Analysis of 2-D Systems.
-
Model Reduction for Finite-Dimensional Linear Time-Invariant Systems.
-
Dilated-LMI-based Robust Control System Analysis and Synthesis.
-
Multiobjective Control.
-
Sequential Tuning Methods of LQI Servo Systems.
List of publications and professional activities.
Japanese version