Mechanisms underlying gain modulation in the cortex

KA Ferguson, JA Cardin - Nature Reviews Neuroscience, 2020 - nature.com
Cortical gain regulation allows neurons to respond adaptively to changing inputs. Neural
gain is modulated by internal and external influences, including attentional and arousal …

The mechanics of state-dependent neural correlations

B Doiron, A Litwin-Kumar, R Rosenbaum… - Nature …, 2016 - nature.com
Simultaneous recordings from large neural populations are becoming increasingly common.
An important feature of population activity is the trial-to-trial correlated fluctuation of spike …

How structure determines correlations in neuronal networks

V Pernice, B Staude, S Cardanobile… - PLoS computational …, 2011 - journals.plos.org
Networks are becoming a ubiquitous metaphor for the understanding of complex biological
systems, spanning the range between molecular signalling pathways, neural networks in the …

How connectivity, background activity, and synaptic properties shape the cross-correlation between spike trains

S Ostojic, N Brunel, V Hakim - Journal of Neuroscience, 2009 - jneurosci.org
Functional interactions between neurons in vivo are often quantified by cross-correlation
functions (CCFs) between their spike trains. It is therefore essential to understand …

Impact of network structure and cellular response on spike time correlations

J Trousdale, Y Hu, E Shea-Brown… - PLoS computational …, 2012 - journals.plos.org
Novel experimental techniques reveal the simultaneous activity of larger and larger numbers
of neurons. As a result there is increasing interest in the structure of cooperative–or …

Direction-selective circuits shape noise to ensure a precise population code

J Zylberberg, J Cafaro, MH Turner, E Shea-Brown… - Neuron, 2016 - cell.com
Neural responses are noisy, and circuit structure can correlate this noise across neurons.
Theoretical studies show that noise correlations can have diverse effects on population …

Mechanisms of zero-lag synchronization in cortical motifs

LL Gollo, C Mirasso, O Sporns… - PLoS computational …, 2014 - journals.plos.org
Zero-lag synchronization between distant cortical areas has been observed in a diversity of
experimental data sets and between many different regions of the brain. Several …

Second type of criticality in the brain uncovers rich multiple-neuron dynamics

D Dahmen, S Grün, M Diesmann, M Helias - Proceedings of the National …, 2019 - pnas.org
Cortical networks that have been found to operate close to a critical point exhibit joint
activations of large numbers of neurons. However, in motor cortex of the awake macaque …

[КНИГА][B] Principles of neural coding

RQ Quiroga, S Panzeri - 2013 - books.google.com
Understanding how populations of neurons encode information is the challenge faced by
researchers in the field of neural coding. Focusing on the many mysteries and marvels of the …

Dimensionality in recurrent spiking networks: Global trends in activity and local origins in connectivity

S Recanatesi, GK Ocker, MA Buice… - PLoS computational …, 2019 - journals.plos.org
The dimensionality of a network's collective activity is of increasing interest in neuroscience.
This is because dimensionality provides a compact measure of how coordinated network …