AIMC Topic: Feedback
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Development of Personalized Health Messages to Promote Engagement in Advance Care Planning.
Journal of the American Geriatrics Society
Jan 25, 2016
OBJECTIVES: To develop and test the acceptability of personalized intervention materials to promote advance care planning (ACP) based on the Transtheoretical Model (TTM), in which readiness to change is a critical organizing construct.
Learning to Produce Syllabic Speech Sounds via Reward-Modulated Neural Plasticity.
PloS one
Jan 25, 2016
At around 7 months of age, human infants begin to reliably produce well-formed syllables containing both consonants and vowels, a behavior called canonical babbling. Over subsequent months, the frequency of canonical babbling continues to increase. H...
Finite-time robust stabilization of uncertain delayed neural networks with discontinuous activations via delayed feedback control.
Neural networks : the official journal of the International Neural Network Society
Jan 21, 2016
This paper is concerned with the finite-time robust stabilization of delayed neural networks (DNNs) in the presence of discontinuous activations and parameter uncertainties. By using the nonsmooth analysis and control theory, a delayed controller is ...
Feasibility of Active Machine Learning for Multiclass Compound Classification.
Journal of chemical information and modeling
Jan 7, 2016
A common task in the hit-to-lead process is classifying sets of compounds into multiple, usually structural classes, which build the groundwork for subsequent SAR studies. Machine learning techniques can be used to automate this process by learning c...
Finite-time synchronization of fractional-order memristor-based neural networks with time delays.
Neural networks : the official journal of the International Neural Network Society
Oct 19, 2015
In this paper, we consider the problem of finite-time synchronization of a class of fractional-order memristor-based neural networks (FMNNs) with time delays and investigated it potentially. By using Laplace transform, the generalized Gronwall's ineq...
Synchronization of a Class of Switched Neural Networks with Time-Varying Delays via Nonlinear Feedback Control.
IEEE transactions on cybernetics
Sep 15, 2015
This paper is concerned with the synchronization problem for a class of switched neural networks (SNNs) with time-varying delays. First, a new crucial lemma which includes and extends the classical exponential stability theorem is constructed. Then b...
Robust Integral of Neural Network and Error Sign Control of MIMO Nonlinear Systems.
IEEE transactions on neural networks and learning systems
Sep 1, 2015
This paper presents a novel state-feedback control scheme for the tracking control of a class of multi-input multioutput continuous-time nonlinear systems with unknown dynamics and bounded disturbances. First, the control law consisting of the robust...
A Theory of Cheap Control in Embodied Systems.
PLoS computational biology
Sep 1, 2015
We present a framework for designing cheap control architectures of embodied agents. Our derivation is guided by the classical problem of universal approximation, whereby we explore the possibility of exploiting the agent's embodiment for a new and m...
On Training Efficiency and Computational Costs of a Feed Forward Neural Network: A Review.
Computational intelligence and neuroscience
Aug 31, 2015
A comprehensive review on the problem of choosing a suitable activation function for the hidden layer of a feed forward neural network has been widely investigated. Since the nonlinear component of a neural network is the main contributor to the netw...
A Context-Aware Application to Increase Elderly Users Compliance with Physical Rehabilitation Exercises at Home via Animatronic Biofeedback.
Journal of medical systems
Aug 30, 2015
Biofeedback from physical rehabilitation exercises has proved to lead to faster recovery, better outcomes, and increased patient motivation. In addition, it allows the physical rehabilitation processes carried out at the clinic to be complemented wit...
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