Book ChapterDOI
System Identification I
Biao Huang,Yutong Qi,Akm Monjur Murshed +2 more
- pp 31-56
About:
The article was published on 2012-12-11. It has received 1704 citations till now. The article focuses on the topics: Nonlinear system identification & System identification.read more
Citations
More filters
Journal ArticleDOI
Acoustic thoracic image of crackle sounds using linear and nonlinear processing techniques.
Sonia Charleston-Villalobos,Guadalupe Dorantes-Méndez,Ramón González-Camarena,G. Chi-Lem,José G. Carrillo,T. Aljama-Corrales +5 more
TL;DR: It is concluded that a confident image of crackle sounds distribution by crackles counting using TVAR on the thoracic surface is thoroughly possible and might represent an aid to the clinical evaluation of pulmonary diseases that produce this sort of adventitious discontinuous lung sounds.
Journal ArticleDOI
Review: Recent progress on variable projection methods for structured low-rank approximation
TL;DR: This paper gives an overview of recent progress in efficient local optimization algorithms for solving weighted mosaic-Hankel structured low-rank approximation problems.
Journal ArticleDOI
Nonlinear System Identification of Neural Systems from Neurophysiological Signals.
TL;DR: It is argued that nonlinear modelling and analysis are necessary to study neuronal processing and signal transfer in neural systems quantitatively and have the potential to produce sensitive biomarkers to facilitate the development of precision diagnostic tools for evaluating neurological disorders and the effects of targeted intervention.
Proceedings Article
NoRML: No-Reward Meta Learning
TL;DR: In this article, the authors introduce a meta-learning approach called No-Reward Meta Learning (NoRML), which allows for self-adaptation of learned policies by using observable dynamics of the environment instead of an explicit reward function in the finetune step.
Proceedings ArticleDOI
Self-Aware Cyber-Physical Systems-on-Chip
TL;DR: The Cyber-Physical System-on-Chip (CPSoC) concept is presented as an exemplar of a self-aware SoC that intrinsically couples on-chip and cross-layer sensing and actuation using a sensor-actuator rich fabric to enable self-awareness.
References
More filters
Book
System Identification: Theory for the User
TL;DR: Das Buch behandelt die Systemidentifizierung in dem theoretischen Bereich, der direkte Auswirkungen auf Verstaendnis and praktische Anwendung der verschiedenen Verfahren zur IdentifIZierung hat.
Journal ArticleDOI
Deep learning in neural networks
TL;DR: This historical survey compactly summarizes relevant work, much of it from the previous millennium, review deep supervised learning, unsupervised learning, reinforcement learning & evolutionary computation, and indirect search for short programs encoding deep and large networks.
Journal ArticleDOI
Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control
Milan Korda,Igor Mezic +1 more
TL;DR: This work extends the Koopman operator to controlled dynamical systems and applies the Extended Dynamic Mode Decomposition (EDMD) to compute a finite-dimensional approximation of the operator in such a way that this approximation has the form of a linearcontrolled dynamical system.
Journal ArticleDOI
A Tour of Reinforcement Learning: The View from Continuous Control
TL;DR: The authors surveys reinforcement learning from the perspective of optimization and control, with a focus on continuous control applications, and reviews the general formulation, terminology, and techniques for reinforcement learning for continuous control.
Journal ArticleDOI
SPICE: A Sparse Covariance-Based Estimation Method for Array Processing
Petre Stoica,Prabhu Babu,Jian Li +2 more
TL;DR: This paper presents a novel SParse Iterative Covariance-based Estimation approach, abbreviated as SPICE, to array processing, obtained by the minimization of a covariance matrix fitting criterion and is particularly useful in many- snapshot cases but can be used even in single-snapshot situations.