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   Articles with "nonlinear input" as a keyword



Data-driven modelling of visual receptive fields: comparison between the generalized quadratic model and the nonlinear input model

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recommendations! Published in 2024 at "Journal of Neural Engineering"

DOI: 10.1088/1741-2552/ad5d15

Abstract: Objective: Neurons in primary visual cortex (V1) display a range of sensitivity in their response to translations of their preferred visual features within their receptive field: from high specificity to a precise position through to… read more here.

Keywords: nonlinear input; generalized quadratic; response; quadratic model ... See more keywords

Model-Free Optimal Tracking Control of Nonlinear Input-Affine Discrete-Time Systems via an Iterative Deterministic Q-Learning Algorithm.

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recommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3178746

Abstract: In this article, a novel model-free dynamic inversion-based Q-learning (DIQL) algorithm is proposed to solve the optimal tracking control (OTC) problem of unknown nonlinear input-affine discrete-time (DT) systems. Compared with the existing DIQL algorithm and… read more here.

Keywords: nonlinear input; optimal tracking; input affine; tracking control ... See more keywords

Nonlinear Input-Output Functions of Motoneurons.

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recommendations! Published in 2020 at "Physiology"

DOI: 10.1152/physiol.00026.2019

Abstract: All movements are generated by the activation of motoneurons, and hence their input-output properties define the final step in processing of all motor commands. A major challenge to understanding this transformation has been the striking… read more here.

Keywords: output functions; input output; nonlinear input; functions motoneurons ... See more keywords

Robust nonlinear input shaping control based on multi-objective optimization

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recommendations! Published in 2025 at "Transactions of the Institute of Measurement and Control"

DOI: 10.1177/01423312251338882

Abstract: This paper presents a nonlinear input shaping control scheme based on mullti-objective optimization, where both the residual vibration and the maneuvering time are minimized. Besides, to enhance the robustness of the proposed scheme, one proposes… read more here.

Keywords: nonlinear input; input shaping; control; shaping control ... See more keywords