Literature DB >> 20479225

Circuit topology for synchronizing neurons in spontaneously active networks.

Naoya Takahashi1, Takuya Sasaki, Wataru Matsumoto, Norio Matsuki, Yuji Ikegaya.   

Abstract

Spike synchronization underlies information processing and storage in the brain. But how can neurons synchronize in a noisy network? By exploiting a high-speed (500-2,000 fps) multineuron imaging technique and a large-scale synapse mapping method, we directly compared spontaneous activity patterns and anatomical connectivity in hippocampal CA3 networks ex vivo. As compared to unconnected pairs, synaptically coupled neurons shared more common presynaptic neurons, received more correlated excitatory synaptic inputs, and emitted synchronized spikes with approximately 10(7) times higher probability. Importantly, common presynaptic parents per se synchronized more than unshared upstream neurons. Consistent with this, dynamic-clamp stimulation revealed that common inputs alone could not account for the realistic degree of synchronization unless presynaptic spikes synchronized among common parents. On a macroscopic scale, network activity was coordinated by a power-law scaling of synchronization, which engaged varying sets of densely interwired (thus highly synchronized) neuron groups. Thus, locally coherent activity converges on specific cell assemblies, thereby yielding complex ensemble dynamics. These segmentally synchronized pulse packets may serve as information modules that flow in associatively parallel network channels.

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Year:  2010        PMID: 20479225      PMCID: PMC2890467          DOI: 10.1073/pnas.0914594107

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  56 in total

1.  Gap junctions linking the dendritic network of GABAergic interneurons in the hippocampus.

Authors:  T Fukuda; T Kosaka
Journal:  J Neurosci       Date:  2000-02-15       Impact factor: 6.167

2.  Pyramidal cell communication within local networks in layer 2/3 of rat neocortex.

Authors:  Carl Holmgren; Tibor Harkany; Björn Svennenfors; Yuri Zilberter
Journal:  J Physiol       Date:  2003-06-17       Impact factor: 5.182

3.  Fast synaptic inhibition promotes synchronized gamma oscillations in hippocampal interneuron networks.

Authors:  Marlene Bartos; Imre Vida; Michael Frotscher; Axel Meyer; Hannah Monyer; Jorg R P Geiger; Peter Jonas
Journal:  Proc Natl Acad Sci U S A       Date:  2002-09-16       Impact factor: 11.205

4.  Synchronization in small-world systems.

Authors:  Mauricio Barahona; Louis M Pecora
Journal:  Phys Rev Lett       Date:  2002-07-16       Impact factor: 9.161

5.  Class-specific features of neuronal wiring.

Authors:  Armen Stepanyants; Gábor Tamás; Dmitri B Chklovskii
Journal:  Neuron       Date:  2004-07-22       Impact factor: 17.173

6.  Weak pairwise correlations imply strongly correlated network states in a neural population.

Authors:  Elad Schneidman; Michael J Berry; Ronen Segev; William Bialek
Journal:  Nature       Date:  2006-04-09       Impact factor: 49.962

7.  The structure of multi-neuron firing patterns in primate retina.

Authors:  Jonathon Shlens; Greg D Field; Jeffrey L Gauthier; Matthew I Grivich; Dumitru Petrusca; Alexander Sher; Alan M Litke; E J Chichilnisky
Journal:  J Neurosci       Date:  2006-08-09       Impact factor: 6.167

8.  Reverse optical trawling for synaptic connections in situ.

Authors:  Takuya Sasaki; Genki Minamisawa; Naoya Takahashi; Norio Matsuki; Yuji Ikegaya
Journal:  J Neurophysiol       Date:  2009-04-22       Impact factor: 2.714

9.  Firing-pattern-dependent specificity of cortical excitatory feed-forward subnetworks.

Authors:  Takeshi Otsuka; Yasuo Kawaguchi
Journal:  J Neurosci       Date:  2008-10-29       Impact factor: 6.167

10.  Dynamics of neuronal interactions in monkey cortex in relation to behavioural events.

Authors:  E Vaadia; I Haalman; M Abeles; H Bergman; Y Prut; H Slovin; A Aertsen
Journal:  Nature       Date:  1995-02-09       Impact factor: 49.962

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  45 in total

1.  Effects of axonal topology on the somatic modulation of synaptic outputs.

Authors:  Takuya Sasaki; Norio Matsuki; Yuji Ikegaya
Journal:  J Neurosci       Date:  2012-02-22       Impact factor: 6.167

2.  Targeted axon-attached recording with fluorescent patch-clamp pipettes in brain slices.

Authors:  Takuya Sasaki; Norio Matsuki; Yuji Ikegaya
Journal:  Nat Protoc       Date:  2012-05-31       Impact factor: 13.491

3.  Heterogeneity and independency of unitary synaptic outputs from hippocampal CA3 pyramidal cells.

Authors:  Takuya Sasaki; Norio Matsuki; Yuji Ikegaya
Journal:  J Physiol       Date:  2012-06-25       Impact factor: 5.182

4.  Preinspiratory calcium rise in putative pre-Botzinger complex astrocytes.

Authors:  Yasumasa Okada; Takuya Sasaki; Yoshitaka Oku; Naoya Takahashi; Megumi Seki; Sakiko Ujita; Kenji F Tanaka; Norio Matsuki; Yuji Ikegaya
Journal:  J Physiol       Date:  2012-07-09       Impact factor: 5.182

Review 5.  Packet-based communication in the cortex.

Authors:  Artur Luczak; Bruce L McNaughton; Kenneth D Harris
Journal:  Nat Rev Neurosci       Date:  2015-10-28       Impact factor: 34.870

6.  NeuroCa: integrated framework for systematic analysis of spatiotemporal neuronal activity patterns from large-scale optical recording data.

Authors:  Min Jee Jang; Yoonkey Nam
Journal:  Neurophotonics       Date:  2015-07-28       Impact factor: 3.593

7.  Return to forever: Finding the origin of neural synchrony.

Authors:  Yuji Ikegaya; Naoya Takahashi
Journal:  Commun Integr Biol       Date:  2010-11-01

Review 8.  A neural network model of reliably optimized spike transmission.

Authors:  Toshikazu Samura; Yuji Ikegaya; Yasuomi D Sato
Journal:  Cogn Neurodyn       Date:  2015-01-23       Impact factor: 5.082

Review 9.  Micro-connectomics: probing the organization of neuronal networks at the cellular scale.

Authors:  Manuel Schröter; Ole Paulsen; Edward T Bullmore
Journal:  Nat Rev Neurosci       Date:  2017-02-02       Impact factor: 34.870

10.  Impact of network topology on inference of synaptic connectivity from multi-neuronal spike data simulated by a large-scale cortical network model.

Authors:  Ryota Kobayashi; Katsunori Kitano
Journal:  J Comput Neurosci       Date:  2013-02-07       Impact factor: 1.621

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