» Articles » PMID: 15175392

Neuronal Avalanches Are Diverse and Precise Activity Patterns That Are Stable for Many Hours in Cortical Slice Cultures

Overview
Journal J Neurosci
Specialty Neurology
Date 2004 Jun 4
PMID 15175392
Citations 185
Authors
Affiliations
Soon will be listed here.
Abstract

A major goal of neuroscience is to elucidate mechanisms of cortical information processing and storage. Previous work from our laboratory (Beggs and Plenz, 2003) revealed that propagation of local field potentials (LFPs) in cortical circuits could be described by the same equations that govern avalanches. Whereas modeling studies suggested that these "neuronal avalanches" were optimal for information transmission, it was not clear what role they could play in information storage. Work from numerous other laboratories has shown that cortical structures can generate reproducible spatiotemporal patterns of activity that could be used as a substrate for memory. Here, we show that although neuronal avalanches lasted only a few milliseconds, their spatiotemporal patterns were also stable and significantly repeatable even many hours later. To investigate these issues, we cultured coronal slices of rat cortex for 4 weeks on 60-channel microelectrode arrays and recorded spontaneous extracellular LFPs continuously for 10 hr. Using correlation-based clustering and a global contrast function, we found that each cortical culture spontaneously produced 4736 +/- 2769 (mean +/- SD) neuronal avalanches per hour that clustered into 30 +/- 14 statistically significant families of spatiotemporal patterns. In 10 hr of recording, over 98% of the mutual information shared by these avalanche patterns were retained. Additionally, jittering analysis revealed that the correlations between avalanches were temporally precise to within +/-4 msec. The long-term stability, diversity, and temporal precision of these avalanches indicate that they fulfill many of the requirements expected of a substrate for memory and suggest that they play a central role in both information transmission and storage within cortical networks.

Citing Articles

Self-organized and self-sustained ensemble activity patterns in simulation of mouse primary motor cortex.

Doherty D, Jung J, Dura-Bernal , Lytton W bioRxiv. 2025; .

PMID: 39868170 PMC: 11760730. DOI: 10.1101/2025.01.13.632866.


Revealing single-neuron and network-activity interaction by combining high-density microelectrode array and optogenetics.

Kobayashi T, Shimba K, Narumi T, Asahina T, Kotani K, Jimbo Y Nat Commun. 2024; 15(1):9547.

PMID: 39528508 PMC: 11555060. DOI: 10.1038/s41467-024-53505-w.


Criticality and universality in neuronal cultures during "up" and "down" states.

Yaghoubi M, Orlandi J, Colicos M, Davidsen J Front Neural Circuits. 2024; 18:1456558.

PMID: 39323503 PMC: 11423291. DOI: 10.3389/fncir.2024.1456558.


Nonlinear analysis of neuronal firing modulated by sinusoidal stimulation at axons in rat hippocampus.

Yuan Y, Ye X, Cui J, Zhang J, Wang Z Front Comput Neurosci. 2024; 18:1388224.

PMID: 39281981 PMC: 11392774. DOI: 10.3389/fncom.2024.1388224.


Criticality in Alzheimer's and healthy brains: insights from phase-ordering.

Palutla A, Seth S, Ashwin S, Krishnan M Cogn Neurodyn. 2024; 18(4):1789-1797.

PMID: 39104675 PMC: 11297880. DOI: 10.1007/s11571-023-10033-5.


References
1.
Pesaran B, Pezaris J, Sahani M, Mitra P, Andersen R . Temporal structure in neuronal activity during working memory in macaque parietal cortex. Nat Neurosci. 2002; 5(8):805-11. DOI: 10.1038/nn890. View

2.
Abeles M, Bergman H, Margalit E, Vaadia E . Spatiotemporal firing patterns in the frontal cortex of behaving monkeys. J Neurophysiol. 1993; 70(4):1629-38. DOI: 10.1152/jn.1993.70.4.1629. View

3.
Chervin R, Pierce P, Connors B . Periodicity and directionality in the propagation of epileptiform discharges across neocortex. J Neurophysiol. 1988; 60(5):1695-713. DOI: 10.1152/jn.1988.60.5.1695. View

4.
Gutnick M, Wolfson B, Baldino Jr F . Synchronized neuronal activities in neocortical explant cultures. Exp Brain Res. 1989; 76(1):131-40. DOI: 10.1007/BF00253630. View

5.
Plenz D, Aertsen A . Neural dynamics in cortex-striatum co-cultures--II. Spatiotemporal characteristics of neuronal activity. Neuroscience. 1996; 70(4):893-924. DOI: 10.1016/0306-4522(95)00405-x. View