Bridging the Gap Between Neurons and Cognition Through Assemblies of Neurons

Author:

Papadimitriou Christos H.1,Friederici Angela D.2

Affiliation:

1. Columbia University, New York, NY 10027, U.S.A. christos@columbia.edu

2. Max Planck Institute for Human Cognitive and Brain Sciences, Department of Neuropsychology, D-04303 Leipzig, Germany friederici@cbs.mpg.de

Abstract

Abstract During recent decades, our understanding of the brain has advanced dramatically at both the cellular and molecular levels and at the cognitive neurofunctional level; however, a huge gap remains between the microlevel of physiology and the macrolevel of cognition. We propose that computational models based on assemblies of neurons can serve as a blueprint for bridging these two scales. We discuss recently developed computational models of assemblies that have been demonstrated to mediate higher cognitive functions such as the processing of simple sentences, to be realistically realizable by neural activity, and to possess general computational power.

Publisher

MIT Press - Journals

Subject

Cognitive Neuroscience,Arts and Humanities (miscellaneous)

Reference54 articles.

1. Correlations of cortical Hebbian reverberations: Theory versus experiment;Amit;Journal of Neuroscience,1994

2. Paradigmatic working memory (attractor) cell in IT cortex;Amit;Neural Computation,1997

3. Richard Axel;Axel;Neuron,2018

4. Evolution of dynamic coordination;Balaban,2010

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