Propagation of temporal and rate signals in cultured multilayer networks

被引:25
作者
Barral, Jeremie [1 ,2 ]
Wang, Xiao-Ding [1 ]
Reyes, Alex D. [1 ]
机构
[1] NYU, Ctr Neural Sci, New York, NY 10003 USA
[2] Inst Pasteur, Inst Audit, Paris, France
关键词
SYNCHRONOUS SPIKING; SYNAPTIC CONNECTIVITY; PYRAMIDAL NEURONS; NMDA RECEPTORS; LAYERED NETWORKS; FIRING RATES; CORTEX; INHIBITION; EXCITATION; TRANSFORMATION;
D O I
10.1038/s41467-019-11851-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Analyses of idealized feedforward networks suggest that several conditions have to be satisfied in order for activity to propagate faithfully across layers. Verifying these concepts experimentally has been difficult owing to the vast number of variables that must be controlled. Here, we cultured cortical neurons in a chamber with sequentially connected compartments, optogenetically stimulated individual neurons in the first layer with high spatiotemporal resolution, and then monitored the subthreshold and suprathreshold potentials in subsequent layers. Brief stimuli delivered to the first layer evoked a short-latency transient response followed by sustained activity. Rate signals, carried by the sustained component, propagated reliably through 4 layers, unlike idealized feedforward networks, which tended strongly towards synchrony. Moreover, temporal jitter in the stimulus was transformed into a rate code and transmitted to the last layer. This novel mode of propagation occurred in the balanced excitatory-inhibitory regime and is mediated by NMDA-mediated receptors and recurrent activity.
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页数:14
相关论文
共 66 条
[11]   NEUROMODULATORY ACTIONS OF DOPAMINE IN THE NEOSTRIATUM ARE DEPENDENT UPON THE EXCITATORY AMINO-ACID RECEPTOR SUBTYPES ACTIVATED [J].
CEPEDA, C ;
BUCHWALD, NA ;
LEVINE, MS .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1993, 90 (20) :9576-9580
[12]   Stimulus onset quenches neural variability: a widespread cortical phenomenon [J].
Churchland, Mark M. ;
Yu, Byron M. ;
Cunningham, John P. ;
Sugrue, Leo P. ;
Cohen, Marlene R. ;
Corrado, Greg S. ;
Newsome, William T. ;
Clark, Andrew M. ;
Hosseini, Paymon ;
Scott, Benjamin B. ;
Bradley, David C. ;
Smith, Matthew A. ;
Kohn, Adam ;
Movshon, J. Anthony ;
Armstrong, Katherine M. ;
Moore, Tirin ;
Chang, Steve W. ;
Snyder, Lawrence H. ;
Lisberger, Stephen G. ;
Priebe, Nicholas J. ;
Finn, Ian M. ;
Ferster, David ;
Ryu, Stephen I. ;
Santhanam, Gopal ;
Sahani, Maneesh ;
Shenoy, Krishna V. .
NATURE NEUROSCIENCE, 2010, 13 (03) :369-U25
[13]   Measuring and interpreting neuronal correlations [J].
Cohen, Marlene R. ;
Kohn, Adam .
NATURE NEUROSCIENCE, 2011, 14 (07) :811-819
[14]   Neuron densities vary across and within cortical areas in primates [J].
Collins, Christine E. ;
Airey, David C. ;
Young, Nicole A. ;
Leitch, Duncan B. ;
Kaas, Jon H. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (36) :15927-15932
[15]  
Cover TM., 1991, Elements of information theory
[16]   Feed-Forward Propagation of Temporal and Rate Information between Cortical Populations during Coherent Activation in Engineered In Vitro Networks [J].
DeMarse, Thomas B. ;
Pan, Liangbin ;
Alagapan, Sankaraleengam ;
Brewer, GregoryJ. ;
Wheeler, Bruce C. .
FRONTIERS IN NEURAL CIRCUITS, 2016, 10
[17]   Stable propagation of synchronous spiking in cortical neural networks [J].
Diesmann, M ;
Gewaltig, MO ;
Aertsen, A .
NATURE, 1999, 402 (6761) :529-533
[18]   Transport of information along unidimensional layered networks of dissociated hippocampal neurons and implications for rate coding [J].
Feinerman, O ;
Moses, E .
JOURNAL OF NEUROSCIENCE, 2006, 26 (17) :4526-4534
[19]   Signal propagation along unidimensional neuronal networks [J].
Feinerman, O ;
Segal, M ;
Moses, E .
JOURNAL OF NEUROPHYSIOLOGY, 2005, 94 (05) :3406-3416
[20]   Distinct Subthreshold Mechanisms Underlying Rate-Coding Principles in Primate Auditory Cortex [J].
Gao, Lixia ;
Kostlan, Kevin ;
Wang, Yunyan ;
Wang, Xiaoqin .
NEURON, 2016, 91 (04) :905-919