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Neuron. 2015 Apr 8;86(1):25-8. doi: 10.1016/j.neuron.2015.03.031.

The mutual inspirations of machine learning and neuroscience.

Author information

1
Department of Connectomics, Max Planck Institute for Brain Research, Max-von-Laue-Str. 4, 60438 Frankfurt, Germany. Electronic address: mh@brain.mpg.de.

Abstract

Neuroscientists are generating data sets of enormous size, which are matching the complexity of real-world classification tasks. Machine learning has helped data analysis enormously but is often not as accurate as human data analysis. Here, Helmstaedter discusses the challenges and promises of neuroscience-inspired machine learning that lie ahead.

PMID:
25856482
DOI:
10.1016/j.neuron.2015.03.031
[Indexed for MEDLINE]
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