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1 |
Neural spectrahedra and semidefinite lifts: global convex optimization of degree-two polynomial activation neural networks in polynomial-time
Enthalten in Mathematical programming 8.11.2024: 1-33
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2 |
Stability of Gated Recurrent Unit Neural Networks: Convex Combination Formulation Approach
Enthalten in Journal of optimization theory and applications 5.11.2020: 1-16
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3 |
A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine
Enthalten in Neural processing letters 3.8.2019: 1-22
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4 |
Improved Robust Passive Criteria of Neural Networks with Discrete and Distributed Delays Based on Extended Reciprocally Convex Matrix Inequality
Enthalten in International journal of control, automation, and systems 25.7.2018: 1-9
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5 |
An optimization-oriented modeling approach using input convex neural networks and its application on optimal chiller loading
Enthalten in Building simulation Bd. 17, 24.1.2024, Nr. 4, date:4.2024: 639-655
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6 |
Discontinuous convex contractions and their applications in neural networks
Enthalten in Computational and applied mathematics Bd. 40, 5.1.2021, Nr. 1, date:2.2021: 1-11
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7 |
Robust exponential stabilization of delayed neural networks with external disturbance via extended reciprocally convex matrix inequality
Enthalten in Computational and applied mathematics Bd. 41, 25.5.2022, Nr. 4, date:6.2022: 1-24
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8 |
Third-order reciprocally convex approach to stability of fuzzy cellular neural networks under impulsive perturbations
Enthalten in Soft computing Bd. 21, 12.2.2016, Nr. 3, date:2.2017: 699-720
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