scholarly journals Homeostasis of columnar synchronization during cortical map formation

2016 ◽  
Author(s):  
Matthew T. Colonnese ◽  
Jing Shen

ABSTRACTSynchronous spontaneous activity is critical for circuit development. A key open question is to what degree is this synchronization models adult activity or is specifically tuned for circuit development. To address this we used multi-electrode array recordings of spontaneous activity in non-anesthetized neonatal mice to quantify firing rates, synchronization, binary spike-vectors and population-coupling of single-units throughout the period of map formation. Consistent with the first hypothesis, adult-like network interactions are established during the period of retinal waves, before the onset of vision and normal inhibition, and are largely conserved throughout juvenile ages. Significant differences from mature properties were limited to initial topographic map formation, when synchronization was lower than expected by chance, suggesting active decoupling in early networks. These findings suggest that developmental activity models adult synchronization, and that there is remarkable homeostasis of network properties throughout development, despite massive changes in the drive and circuit basis of cortical activity.


2019 ◽  
Vol 4 (1) ◽  
Author(s):  
Long Ma ◽  
Qiang Liu ◽  
Piet Van Mieghem

Abstract Dynamical processes running on different networks behave differently, which makes the reconstruction of the underlying network from dynamical observations possible. However, to what level of detail the network properties can be determined from incomplete measurements of the dynamical process is still an open question. In this paper, we focus on the problem of inferring the properties of the underlying network from the dynamics of a susceptible-infected-susceptible epidemic and we assume that only a time series of the epidemic prevalence, i.e., the average fraction of infected nodes, is given. We find that some of the network metrics, namely those that are sensitive to the epidemic prevalence, can be roughly inferred if the network type is known. A simulated annealing link-rewiring algorithm, called SARA, is proposed to obtain an optimized network whose prevalence is close to the benchmark. The output of the algorithm is applied to classify the network types.



Author(s):  
Dietmar Plenz ◽  
Craig V. Stewart ◽  
Woodrow Shew ◽  
Hongdian Yang ◽  
Andreas Klaus ◽  
...  


2015 ◽  
Vol 153 ◽  
pp. 191-198 ◽  
Author(s):  
Paulo Matias ◽  
Jan Frans Willem Slaets ◽  
Reynaldo Daniel Pinto


Author(s):  
Joana Cabral ◽  
Gustavo Deco


Author(s):  
Elena Dossi ◽  
Thomas Blauwblomme ◽  
Rima Nabbout ◽  
Gilles Huberfeld ◽  
Nathalie Rouach


2012 ◽  
Vol 28 (4) ◽  
pp. 409-422 ◽  
Author(s):  
Ming-Gang Liu ◽  
Xue-Feng Chen ◽  
Ting He ◽  
Zhen Li ◽  
Jun Chen


2019 ◽  
Author(s):  
Hsin-Hao Yu ◽  
Declan P. Rowley ◽  
Nicholas S.C. Price ◽  
Marcello G.P. Rosa ◽  
Elizabeth Zavitz

AbstractAdjacent neurons in visual cortex have overlapping receptive fields within and across area boundaries, an arrangement which is theorized to minimize wiring cost. This constraint is thought to create retinotopic maps of opposing field sign (mirror and non-mirror representations of the visual field) in adjacent visual areas, a concept which has become central in current attempts to subdivide the cortex. We modelled a realistic developmental scenario in which adjacent areas do not mature simultaneously, but need to maintain topographic continuity across their borders. This showed that the same mechanism that is hypothesized to maintain topographic continuity within each area can lead to a more complex type of retinotopic map, consisting of sectors with opposing field sign within a same area. Using fully quantitative electrode array recordings, we then demonstrate that this type of map exists in the primate extrastriate cortex.





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