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Biologically plausible learning in recurrent neural networks reproduces neural dynamics observed during cognitive tasks

ELife

Feb 24, 2017

Thomas Miconi

Abstract

Neural activity during cognitive tasks exhibits complex dynamics that flexibly encode task-relevant variables. Chaotic recurrent networks, which spontaneously generate rich dynamics, have been proposed as a model of cortical computation during cognitive tasks. However, existing methods ...read more

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Biologically plausible learning in recurrent neural networks reproduces neural dynamics observed during cognitive tasks

ELife

Feb 24, 2017

Thomas Miconi

PMID: 28230528

DOI: 10.7554/elife.20899

Abstract

Neural activity during cognitive tasks exhibits complex dynamics that flexibly encode task-relevant variables. Chaotic recurrent networks, which spontaneously generate rich dynamics, have been proposed as a model of cortical computation during cognitive tasks. However, existing methods ...read more

Mentioned in this Paper

In Silico
Cortex Bone Disorders
Adrenal Cortex Diseases
Memory Training
Neurons
Neural Stem Cells
Neural Network Simulation
Structure of Cortex of Kidney
Synapses
Clinical Trials
14
176

Similar Papers Found In These Feeds

Related Papers

Paper Details
References
  • References32
  • Citations6
1234
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