Machine Learning in Neuroscience

290.3K

views

130

authors

25

articles

Machine Learning in Neuroscience

290.3K

views

130

authors

25

articles

Editors

4

Sharif University of Technology

Sharif University of Technology

Mackenzie W Mathis

Harvard University

Shahid Beheshti University

Impact

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About

In recent years, machine learning and artificial intelligence algorithms have been utilized in solving many fascinating problems in different fields of science, including neuroscience. In this Research Topic, we are seeking to bring together researchers from machine learning and computational neuroscience and to stimulate collaboration between researchers in these fields. More specifically, this collection of articles is intended to cover recent directions and activities in the field of machine learning, especially the recent paradigm of deep learning, in neuroscience dedicated to analysis, diagnosis, and modeling of the neural mechanisms of brain functions.

We welcome submissions of original research papers from systems/cognitive and computational neuroscience, to neuroimaging and neural signal processing. Original research and reviews, as well as theoretical work, methods, and modeling articles are welcomed. The research work includes experimental studies using state-of-the-art in electrophysiology and neuroimaging as well as experimentally-based computational or theoretical work and biologically inspired neural networks.

In recent years, machine learning and artificial intelligence algorithms have been utilized in solving many fascinating problems in different fields of science, including neuroscience. In this Research Topic, we are seeking to bring together researchers from machine learning and computational neuroscience and to stimulate collaboration between researchers in these fields. More specifically, this collection of articles is intended to cover recent directions and activities in the field of machine learning, especially the recent paradigm of deep learning, in neuroscience dedicated to analysis, diagnosis, and modeling of the neural mechanisms of brain functions.

We welcome submissions of original research papers from systems/cognitive and computational neuroscience, to neuroimaging and neural signal processing. Original research and reviews, as well as theoretical work, methods, and modeling articles are welcomed. The research work includes experimental studies using state-of-the-art in electrophysiology and neuroimaging as well as experimentally-based computational or theoretical work and biologically inspired neural networks.

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Editors

Sharif University of Technology

Sharif University of Technology

Mackenzie W Mathis

Harvard University

Shahid Beheshti University

Impact

290,262 Total views

219,242 Article views

52,061 Article downloads

18,959 Topic views

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Frontiers in Neuroscience

Brain Imaging Methods, Neural Technology, Systems Biology Archive

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Frontiers in Human Neuroscience

Brain Imaging and Stimulation, Cognitive Neuroscience, Brain Health and Clinical Neuroscience, Motor Neuroscience, Sensory Neuroscience, Speech and Language

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Frontiers in Neuroimaging

Brain Imaging Methods

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Systems Biology Archive

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Frontiers in Neurology

Brain Imaging Methods

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Frontiers in Physiology

Systems Biology Archive

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Frontiers in Genetics

Systems Biology Archive

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Frontiers in Bioengineering and Biotechnology

Systems Biology Archive

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Frontiers in Cell and Developmental Biology

Systems Biology Archive

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Frontiers in Applied Mathematics and Statistics

Systems Biology Archive

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Frontiers in Computational Neuroscience

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Frontiers in Neural Circuits

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