AIMC Topic: Recurrent Neural Networks

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An advanced fire detection system for assisting visually challenged people using recurrent neural network and sea-horse optimizer algorithm.

Scientific reports Jul 1, 2025
The developing elderly population undergoes a high level of eyesight and mental impairment, which frequently results in a defeat of independence. That kind of person should do vital daily tasks like heating and cooking, with methods and devices inten...
Humans Neural Networks, Computer Persons with Visual Disabilities Recurrent Neural Networks Fires Artificial Intelligence Blindness Algorithms
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The analysis of dynamic evaluation of online shopping satisfaction based on the recurrent neural network model.

Scientific reports Jul 1, 2025
This work aims to accurately understand user satisfaction in online shopping, reflecting user preferences and promoting the development of online shopping. This work explores a behavioral prediction method for online shopping users using a Recurrent ...
Neural Networks, Computer Recurrent Neural Networks Personal Satisfaction Internet Humans Consumer Behavior
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A FPGA based recurrent neural networks-based impedance spectroscopy system for detection of YAKE in tuna.

Scientific reports Jul 1, 2025
This paper evaluates the use of impedance spectroscopy combined with artificial intelligence. Both technologies have been widely used in food classification and it is proposed a way to improve classifications using recurrent neural networks that trea...
Neural Networks, Computer Animals Dielectric Spectroscopy Food Analysis Tuna Seafood Recurrent Neural Networks
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Modeling Normal and Abnormal Circuit Development with Recurrent Neural Networks.

Cold Spring Harbor perspectives in biology Jun 2, 2025
Neural development must construct neural circuits that can perform the computations necessary for survival. However, many theoretical models of development do not explicitly address the computational goals of the resulting networks, or computations t...
Humans Neural Networks, Computer Animals Recurrent Neural Networks Models, Neurological Nerve Net
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Confidence interval forecasting model of small watershed flood based on compound recurrent neural networks and Bayesian.

PloS one Apr 21, 2025
Flood forecasting exhibits rapid fluctuations, water level forecasting shows great uncertainty and inaccuracy in small watersheds, and the reliability and accuracy performance of traditional probability forecasting is often unbalanced. This study com...
Confidence Intervals Neural Networks, Computer China Recurrent Neural Networks Forecasting Floods Bayes Theorem
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Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment.

Scientific reports Apr 19, 2025
Denial of Wallet (DoW) attacks are a cyber threat designed to utilize and deplete an organization's financial resources by generating excessive prices or charges in their cloud computing (CC) and serverless computing platforms. These threats are prim...
Cloud Computing Recurrent Neural Networks Neural Networks, Computer Heuristics Computer Security Algorithms
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Phase of firing does not reflect temporal order in sequence memory of humans and recurrent neural networks.

Nature neuroscience Mar 24, 2025
The temporal order of a sequence of events has been thought to be reflected in the ordered firing of neurons at different phases of theta oscillations. Here we assess this by measuring single neuron activity (1,420 neurons) and local field potentials...
Adult Theta Rhythm Male Recurrent Neural Networks Humans Epilepsy Action Potentials Nerve Net Memory, Short-Term Neural Networks, Computer Temporal Lobe Female Young Adult Neurons
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SegElegans: Instance segmentation using dual convolutional recurrent neural network decoder in Caenorhabditis elegans microscopic images.

Computers in biology and medicine Mar 21, 2025
Caenorhabditis elegans is a great model for exploring organismal, cellular, and subcellular biology through optical and fluorescence microscopy, with its research applications steadily expanding. However, manual processing of numerous microscopic ima...
Image Processing, Computer-Assisted Microscopy Recurrent Neural Networks Caenorhabditis elegans Neural Networks, Computer Animals
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Validity of recurrent neural networks to predict pedal forces and lower limb kinetics in cycling.

Journal of biomechanics Mar 8, 2025
Dynamic variables contribute to understand the mechanics of pedalling and can assist with injury prevention. Measuring pedal forces and joint moments and powers has a high cost, which can be mitigated by using trained artificial neural networks (ANN)...
Humans Lower Extremity Kinetics Recurrent Neural Networks Bicycling Adult Neural Networks, Computer Biomechanical Phenomena Male Young Adult
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Structure of activity in multiregion recurrent neural networks.

Proceedings of the National Academy of Sciences of the United States of America Mar 7, 2025
Neural circuits comprise multiple interconnected regions, each with complex dynamics. The interplay between local and global activity is thought to underlie computational flexibility, yet the structure of multiregion neural activity and its origins i...
Recurrent Neural Networks Neurons Humans Nerve Net Neural Networks, Computer Models, Neurological
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