Reference health
A recurrent neural network–based model for predicting bending behavior of ionic polymer–metal composite actuators
39/39 checkable references clean · checked 2026-07-23
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
10 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 39 checked references that resolve
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Nonlinear identification of IPMC actuators based on ANFIS–NARX paradigm
resolves10.1177/1045389X14538535
Non-uniform deformation and curvature identification of ionic polymer metal composite actuators
resolves10.1007/s11071-019-05330-w
Practical realization of discrete-time Volterra series for high-order nonlinearities
resolves10.1109/TED.2016.2530144
Restraining IPMC Back Relaxation in Large Bending Displacements: Applying Non-Feedback Local Gaussian Disturbance by Patterned Electrodes
resolves10.1109/TIM.2016.2610118
Nonautoregressive Nonlinear Identification of IPMC in Large Deformation Situations Using Generalized Volterra-Based Approach
resolves10.1177/1045389X18783082
From modeling to implementation of a method for restraining back relaxation in ionic polymer–metal composite soft actuators
resolves10.1295/polymj.27.436
Bending of Polyelectrolyte Membrane–Platinum Composites by Electric Stimuli I. Response Characteristics to Various Waveforms
resolves10.1162/neco.1992.4.2.141
First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method
resolves10.1016/j.sna.2007.03.024
A new approach to develop ionic polymer–metal composites (IPMC) actuator: Fabrication and control for active catheter systems
resolves10.4028/www.scientific.net/JBBBE.20.1
Biomimetic Applications of Ionic Polymer Metal Composites (IPMC) Actuators - A Critical Review
resolves10.1109/NEMS.2007.352095
Universal Concept for Fabricating Arbitrary Shaped μIPMC Transducers and Its Application on Developing Accurately Controlled Surgical Devices
resolves10.1109/TNNLS.2014.2361267
Training Recurrent Neural Networks With the Levenberg–Marquardt Algorithm for Optimal Control of a Grid-Connected Converter
resolves10.1126/science.1091277
Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication
resolves10.1177/1077546305051658
Identification of the Nonlinear Response of Ionic Polymer Actuators using the Volterra Series
resolves10.1016/j.sna.2004.07.001
Water uptake and migration effects of electroactive ion-exchange polymer metal composite (IPMC) actuator
resolves10.1109/TMECH.2011.2135373
Control of IPMC Actuators for Microfluidics With Adaptive “Online” Iterative Feedback Tuning
resolves10.1080/19475411.2010.523123
Development of an ionic polymer–metal composite stepper motor using a novel actuator model
resolves10.1117/12.815412
Experimental performance and feasibility of a miniature single-degree-of-freedom rotary joint with integrated IPMC actuator
resolves10.1016/j.sna.2012.05.012
Identification of an ionic polymer metal composite actuator employing Preisach type fuzzy NARX model and Particle Swarm Optimization
resolves10.1088/0964-1726/1/2/012
Development of a novel electrochemically active membrane and 'smart' material based vibration sensor/damper
resolves10.1016/j.sna.2010.04.032
Ionic polymer–metal composite material as a diaphragm for micropump devices
resolves10.1142/9789812817358_0012
ACTIVE POLYELECTROLYTE GELS AS ELECTRICALLY CONTROLLABLE ARTIFICIAL MUSCLES AND INTELLIGENT NETWORK STRUCTURES
resolves10.1016/S0013-4686(03)00224-X
Ionic polymer–conductor composites as biomimetic sensors, robotic actuators and artificial muscles—a review
resolves10.1088/0964-1726/9/4/318
The effect of surface-electrode resistance on the performance of ionic polymer-metal composite (IPMC) artificial muscles
resolves10.1088/0964-1726/14/1/020
Ionic polymer–metal composites: IV. Industrial and medical applications
resolves10.1088/0964-1726/7/6/001
Ionic polymer-metal composites (IPMCs) as biomimetic sensors, actuators and artificial muscles - a review
resolves10.1109/IROS.2006.282308
Development of a Rajiform Swimming Robot using Ionic Polymer Artificial Muscles
resolves10.1177/1045389X10396574
Design and Verification of a Non-linear Black-Box Model for Ionic Polymer Metal Composite Actuators
resolves10.1109/JSTSP.2010.2057200
Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening
resolves10.1088/0964-1726/15/4/004
Microscale position control of an electroactive polymer using an anti-windup scheme
resolves10.1243/09596518JSCE215
System identification and microposition control of ionic polymer metal composite for three-finger gripper manipulation
resolves10.1109/TIM.2018.2822418
Behavior Identification of IPMC Actuators Using Laguerre-MLP Network With Consideration of Ambient Temperature and Humidity Effects on Their Performance
resolves10.1111/exsy.12283
A combined fuzzy logic and artificial neural network approach for non‐linear identification of IPMC actuators with hysteresis modification
resolves10.1109/ISGT.2012.6175757
Solar radiation prediction based on recurrent neural networks trained by Levenberg-Marquardt backpropagation learning algorithm
The 10 references without a DOI — listed, not checked
no DOI — not checkedU.S. Patent No. 5250167
no DOI — not checkedbibr9-1045389X20942318
no DOI — not checkedA guide to recurrent neural networks and backpropagation
no DOI — not checkedProceedings of IEEE International Conference in Control, Automation and Systems (ICCAS)
no DOI — not checkedbibr14-1045389X20942318
no DOI — not checkedNeural Network Design
no DOI — not checkedbibr16-1045389X20942318
no DOI — not checkedNonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models
no DOI — not checkedPatent No5268082
no DOI — not checkedFifteenth annual conference of the international speech communication association
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