AIMC Topic: Nerve Net

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Moving in time: Simulating how neural circuits enable rhythmic enactment of planned sequences.

Neural networks : the official journal of the International Neural Network Society Aug 19, 2019
Many complex actions are mentally pre-composed as plans that specify orderings of simpler actions. To be executed accurately, planned orderings must become active in working memory, and then enacted one-by-one until the sequence is complete. Examples...
Models, Neurological Connectome Nerve Net Brain Magnetic Resonance Imaging Music Periodicity Time Perception Humans Neural Networks, Computer
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Dynamic network modeling and dimensionality reduction for human ECoG activity.

Journal of neural engineering Aug 14, 2019
OBJECTIVE: Developing dynamic network models for multisite electrocorticogram (ECoG) activity can help study neural representations and design neurotechnologies in humans given the clinical promise of ECoG. However, dynamic network models have so far...
Female Aged Young Adult Humans Neural Networks, Computer Brain Brain Mapping Nerve Net Electrocorticography Adult Male Middle Aged
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A Mechanism for Synaptic Copy Between Neural Circuits.

Neural computation Aug 8, 2019
Cortical oscillations are central to information transfer in neural systems. Significant evidence supports the idea that coincident spike input can allow the neural threshold to be overcome and spikes to be propagated downstream in a circuit. Thus, a...
Humans Neural Networks, Computer Brain Synapses Nerve Net Memory Consolidation Models, Theoretical Models, Neurological
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A Neural Network-Inspired Approach for Improved and True Movie Recommendations.

Computational intelligence and neuroscience Aug 4, 2019
In the last decade, sentiment analysis, opinion mining, and subjectivity of microblogs in social media have attracted a great deal of attention of researchers. Movie recommendation systems are the tools, which provide valuable services to the users. ...
Nerve Net Algorithms Humans Motion Pictures Social Media Neural Networks, Computer Semantics
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Deep Learning Intervention for Health Care Challenges: Some Biomedical Domain Considerations.

JMIR mHealth and uHealth Aug 2, 2019
The use of deep learning (DL) for the analysis and diagnosis of biomedical and health care problems has received unprecedented attention in the last decade. The technique has recorded a number of achievements for unearthing meaningful features and ac...
Humans Deep Learning Algorithms Nerve Net Delivery of Health Care Biomedical Engineering
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Convergent Temperature Representations in Artificial and Biological Neural Networks.

Neuron Jul 31, 2019
Discoveries in biological neural networks (BNNs) shaped artificial neural networks (ANNs) and computational parallels between ANNs and BNNs have recently been discovered. However, it is unclear to what extent discoveries in ANNs can give insight into...
Thermosensing Hot Temperature Nerve Net Zebrafish Cerebellum Caenorhabditis elegans Reinforcement, Psychology Spatial Navigation Neural Networks, Computer Brain Animals Supervised Machine Learning
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Interpretable, highly accurate brain decoding of subtly distinct brain states from functional MRI using intrinsic functional networks and long short-term memory recurrent neural networks.

NeuroImage Jul 27, 2019
Decoding brain functional states underlying cognitive processes from functional MRI (fMRI) data using multivariate pattern analysis (MVPA) techniques has achieved promising performance for characterizing brain activation patterns and providing neurof...
Brain Mapping Nerve Net Humans Adult Magnetic Resonance Imaging Neural Networks, Computer Brain
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A difference degree test for comparing brain networks.

Human brain mapping Jul 26, 2019
Recently, there has been a proliferation of methods investigating functional connectivity as a biomarker for mental disorders. Typical approaches include massive univariate testing at each edge or comparisons of network metrics to identify differing ...
Neural Networks, Computer Computer Simulation Female Adult Male Middle Aged Humans Nerve Net Depressive Disorder, Major Magnetic Resonance Imaging Connectome
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Sensitivity to Stimulus Irregularity Is Inherent in Neural Networks.

Neural computation Jul 23, 2019
Behavior is controlled by complex neural networks in which neurons process thousands of inputs. However, even short spike trains evoked in a single cortical neuron were demonstrated to be sufficient to influence behavior in vivo. Specifically, irregu...
Action Potentials Nerve Net Neurons Neural Networks, Computer Somatosensory Cortex Animals Synapses
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Maximal flexibility in dynamic functional connectivity with critical dynamics revealed by fMRI data analysis and brain network modelling.

Journal of neural engineering Jul 23, 2019
OBJECTIVE: The exploration of time-varying functional connectivity (FC) through human neuroimaging techniques provides important new insights on the spatio-temporal organization of functional communication in the brain's networks and its alterations ...
Adolescent Magnetic Resonance Imaging Brain Mapping Nerve Net Brain Female Male Neural Networks, Computer Data Analysis Humans
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