Research graph
References from New results of deterministic learning-based knowledge fusion. Local targets link to admitted publications; unresolved targets remain external evidence.
On symmetric duality in nonlinear programming
10.1287/opre.21.1.1 · 1973 · External reference
10.1561/2200000016 · 2011 · Admitted local publication
Learning from neural control
10.1109/tnn.2005.860843 · 2006 · External reference
Rapid oscillation fault detection and isolation for distributed systems via deterministic learning
10.1109/tnnls.2013.2289910 · 2013 · External reference
Kernel-based methods for Volterra series identification
10.1016/j.automatica.2021.109686 · 2021 · External reference
Ecg beat classification via deterministic learning
10.1016/j.neucom.2017.02.056 · 2017 · External reference
A state space approach for piecewise-linear recurrent neural networks for identifying computational dynamics from neural measurements
10.1371/journal.pcbi.1005542 · 2017 · External reference
Continuous-time system identification with neural networks: Model structures and fitting criteria
10.1016/j.ejcon.2021.01.008 · 2021 · External reference
Control of chaos: Methods and applications in engineering
10.1016/j.arcontrol.2005.01.001 · 2005 · External reference
Finite-time deterministic learning command filtered control for hypersonic flight vehicle
10.1109/taes.2022.3160687 · 2022 · External reference
Multilayer feedforward networks are universal approximators
10.1016/0893-6080(89)90020-8 · 1989 · External reference
Observer design for sampled-data systems via deterministic learning
10.1109/tnnls.2020.3047226 · 2021 · External reference
Observer-based dynamical pattern recognition via deterministic learning
10.1016/j.neunet.2022.12.004 · 2023 · External reference
Revisiting the problem of learning long-term dependencies in recurrent neural networks
10.1016/j.neunet.2024.106887 · 2025 · External reference
Persistency of excitation in identification using radial basis function approximants
10.1137/s0363012992232555 · 1995 · External reference
Unresolved reference
2017 · External reference
Observer-based prescribed performance speed control for pmsms: A data-driven RBF neural network approach
10.1109/tii.2024.3357194 · 2024 · External reference
Nonlinear optics in metamaterials
2018 · External reference
Zero-gradient-sum algorithms for distributed convex optimization: The continuous-time case
10.1109/tac.2012.2184199 · 2012 · External reference
Robust nonlinear system identification using neural-network models
10.1109/72.668883 · 1998 · External reference
Identification of cascade water tanks using a pwarx model
10.1016/j.ymssp.2017.12.027 · 2018 · External reference
Integrated neural networks for nonlinear continuous-time system identification
2020 · External reference
Nonlinear system identification in structural dynamics: 10 More years of progress
10.1016/j.ymssp.2016.07.020 · 2017 · External reference
Composite learning from adaptive backstepping neural network control
10.1016/j.neunet.2017.08.005 · 2017 · External reference
Sufficient conditions for parameter convergence over embedded manifolds using kernel techniques
10.1109/tac.2022.3148716 · 2022 · External reference
Deep networks for system identification: A survey
10.1016/j.automatica.2024.111907 · 2025 · External reference
A review on computational intelligence for identification of nonlinear dynamical systems
10.1007/s11071-019-05430-7 · 2020 · External reference
An unstructured flexible nonlinear model for the cascaded water-tanks benchmark
10.1016/j.ifacol.2017.08.074 · 2017 · External reference
Weakly supervised machine learning
10.1049/cit2.12216 · 2023 · External reference
Physics guided neural networks for modelling of non-linear dynamics
10.1016/j.neunet.2022.07.023 · 2022 · External reference
An equation for continuous chaos
10.1016/0375-9601(76)90101-8 · 1976 · External reference
Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network
10.1038/s42256-021-00297-z · 2021 · External reference
Three benchmarks addressing open challenges in nonlinear system identification
2017 · External reference
Neural lander: Stable drone landing control using learned dynamics
2019 · External reference
Unresolved reference
2024 · External reference
A flexible state–space model for learning nonlinear dynamical systems
10.1016/j.automatica.2017.02.030 · 2017 · External reference
Recent advances in physical reservoir computing: A review
10.1016/j.neunet.2019.03.005 · 2019 · External reference
Backpropagation algorithms and reservoir computing in recurrent neural networks for the forecasting of complex spatiotemporal dynamics
10.1016/j.neunet.2020.02.016 · 2020 · External reference
Deterministic learning and rapid dynamical pattern recognition
10.1109/tnn.2006.889496 · 2007 · External reference
Unresolved reference
2018 · External reference
Input-to-state stability for system identification with continuous-time Runge-Kutta neural networks
10.1080/00207179.2021.1978555 · 2023 · External reference
Collective nonlinear dynamics and self-organization in decentralized power grids
10.1103/revmodphys.94.015005 · 2022 · External reference
Deterministic learning-based neural identification and knowledge fusion
10.1016/j.neunet.2023.10.004 · 2024 · External reference
Deterministic learning from sampling data
10.1016/j.neucom.2019.05.044 · 2019 · External reference
Rapid dynamical pattern recognition for sampling sequences
10.1007/s11432-019-2878-y · 2021 · External reference
Dynamical pattern recognition for sampling sequences based on deterministic learning and structural stability
10.1016/j.neucom.2021.06.001 · 2021 · External reference
A distributed cooperative learning algorithm based on zero-gradient-sum strategy using radial basis function network
10.1016/j.neucom.2018.10.001 · 2019 · External reference
Human gait recognition via deterministic learning
10.1016/j.neunet.2012.07.012 · 2012 · External reference
Real-time sleep apnea detection and prediction from single-channel airflow
2025 · External reference
Seizure detection via deterministic learning feature extraction
10.1016/j.patcog.2024.110466 · 2024 · External reference
Deterministic learning from adaptive neural network control for a 2-dof helicopter system with unknown backlash and model uncertainty
10.1109/tie.2022.3213916 · 2022 · External reference
