Machine Learning in Neuroscience

292.5K

views

130

authors

25

articles

Machine Learning in Neuroscience

292.5K

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

292,466 Total views

220,971 Article views

52,501 Article downloads

18,994 Topic views

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Frontiers in Neuroscience

Brain Imaging Methods, Neural Technology, Systems Biology Archive

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Systems Biology Archive

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Systems Biology Archive

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Frontiers in Applied Mathematics and Statistics

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Frontiers in Neural Circuits

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