AIMC Topic: Feedback

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Internet of things enabled deep learning monitoring system for realtime performance metrics and athlete feedback in college sports.

Scientific reports Aug 4, 2025
This study presents an Internet of Things (IoT)-enabled Deep Learning Monitoring (IoT-E-DLM) model for real-time Athletic Performance (AP) tracking and feedback in collegiate sports. The proposed work integrates advanced wearable sensor technologies ...
Feedback Male Deep Learning Neural Networks, Computer Young Adult Athletes Internet of Things Sports Wearable Electronic Devices Universities Athletic Performance Humans
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Wave Propagation Phenomena in Nonlinear Hierarchical Neural Networks with Predictive Coding Feedback Dynamics.

Bulletin of mathematical biology Jul 24, 2025
We propose a mathematical framework to systematically explore the propagation properties of a class of continuous in time nonlinear neural network models comprising a hierarchy of processing areas, mutually connected according to the principles of pr...
Humans Neural Networks, Computer Computer Simulation Nonlinear Dynamics Feedback Nerve Net Models, Neurological Mathematical Concepts
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Double reinforcement learning for cluster synchronization of Boolean control networks under denial of service attacks.

PloS one Jul 3, 2025
This paper investigates the asymptotic cluster synchronization of Boolean control networks (BCNs) under denial-of-service (DoS) attacks, where each state node in the network experiences random data loss following a Bernoulli distribution. First, the ...
Neural Networks, Computer Algorithms Feedback Models, Theoretical Computer Security
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An adaptive feedback system for the improvement of learners.

Scientific reports May 18, 2025
Teachers who are aware of their students' strengths and weakness can tailor their teaching methodologies to meet the challenging students efficiently for better results. This helps them to identify any potential learning challenges at an early stage ...
Formative Feedback Feedback Students Humans Learning
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Dynamic events-based adaptive NN output feedback control of interconnected nonlinear systems under general output constraint.

Neural networks : the official journal of the International Neural Network Society Apr 9, 2025
This paper investigates the adaptive NN output feedback tracking control problem for a class of interconnected nonlinear systems. Unlike the existing control algorithms, we propose a dynamic event-triggered output constraint control algorithm.First, ...
Neural Networks, Computer Algorithms Feedback Computer Simulation Nonlinear Dynamics
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Virtual Patients Using Large Language Models: Scalable, Contextualized Simulation of Clinician-Patient Dialogue With Feedback.

Journal of medical Internet research Apr 4, 2025
BACKGROUND: Virtual patients (VPs) are computer screen-based simulations of patient-clinician encounters. VP use is limited by cost and low scalability.
Diabetes Mellitus Feedback Physician-Patient Relations Humans Large Language Models Language Communication Patient Preference User-Computer Interface Patient Simulation
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Temporal Contrastive Learning through implicit non-equilibrium memory.

Nature communications Mar 4, 2025
The backpropagation method has enabled transformative uses of neural networks. Alternatively, for energy-based models, local learning methods involving only nearby neurons offer benefits in terms of decentralized training, and allow for the possibili...
Models, Neurological Neurons Memory Neural Networks, Computer Learning Feedback Humans
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An advanced robotic system incorporating haptic feedback for precision cardiac ablation procedures.

Scientific reports Feb 26, 2025
This study introduces an innovative master-slave cardiac ablation catheter robot system that employs magnetorheological fluids. The system incorporates magnetorheological fluid to enable collision detection through haptic feedback, thereby enhancing ...
Equipment Design Robotic Surgical Procedures Catheter Ablation Humans Feedback Robotics
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Aligning large language models with radiologists by reinforcement learning from AI feedback for chest CT reports.

European journal of radiology Feb 6, 2025
BACKGROUND: Large language models (LLMs) often struggle to fully capture the nuanced preferences and clinical judgement of radiologists in medical report summarization even when fine-tuned on massive medical reports. This could lead to the generated ...
Reinforcement, Psychology Humans Artificial Intelligence Feedback Male Middle Aged Tomography, X-Ray Computed Radiologists Female Radiography, Thoracic Machine Learning Aged Large Language Models Retrospective Studies
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Effect of feedback-integrated reflection, on deep learning of undergraduate medical students in a clinical setting.

BMC medical education Jan 14, 2025
BACKGROUND: Reflection fosters self-regulated learning by enabling learners to critically evaluate their performance, identify gaps, and make plans to improve. Feedback, in turn, provides external insights that complement reflection, helping learners...
Gynecology Formative Feedback Young Adult Adult Students, Medical Humans Clinical Competence Feedback Female Educational Measurement Male Education, Medical, Undergraduate Deep Learning
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