Measuring and interpreting neuronal correlations

MR Cohen, A Kohn - Nature neuroscience, 2011 - nature.com
Mounting evidence suggests that understanding how the brain encodes information and
performs computations will require studying the correlations between neurons. The recent …

Nonlinear system identification of neural systems from neurophysiological signals

F He, Y Yang - Neuroscience, 2021 - Elsevier
The human nervous system is one of the most complicated systems in nature. Complex
nonlinear behaviours have been shown from the single neuron level to the system level. For …

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 …

Communication through resonance in spiking neuronal networks

G Hahn, AF Bujan, Y Frégnac, A Aertsen… - PLoS computational …, 2014 - journals.plos.org
The cortex processes stimuli through a distributed network of specialized brain areas. This
processing requires mechanisms that can route neuronal activity across weakly connected …

Synchronization from second order network connectivity statistics

L Zhao, B Beverlin, T Netoff… - Frontiers in computational …, 2011 - frontiersin.org
We investigate how network structure can influence the tendency for a neuronal network to
synchronize, or its synchronizability, independent of the dynamical model for each neuron …

Existence and control of Go/No-Go decision transition threshold in the striatum

J Bahuguna, A Aertsen, A Kumar - PLoS computational biology, 2015 - journals.plos.org
A typical Go/No-Go decision is suggested to be implemented in the brain via the activation of
the direct or indirect pathway in the basal ganglia. Medium spiny neurons (MSNs) in the …

Neuronal variability in orbitofrontal cortex during economic decisions

KE Conen, C Padoa-Schioppa - Journal of …, 2015 - journals.physiology.org
Neuroeconomic models assume that economic decisions are based on the activity of offer
value cells in the orbitofrontal cortex (OFC), but testing this assertion has proven difficult. In …

Correlated states in balanced neuronal networks

C Baker, C Ebsch, I Lampl, R Rosenbaum - Physical Review E, 2019 - APS
Understanding the magnitude and structure of interneuronal correlations and their
relationship to synaptic connectivity structure is an important and difficult problem in …

The spatial structure of stimuli shapes the timescale of correlations in population spiking activity

A Litwin-Kumar, MJ Chacron, B Doiron - 2012 - journals.plos.org
Throughout the central nervous system, the timescale over which pairs of neural spike trains
are correlated is shaped by stimulus structure and behavioral context. Such sha** is …

Role of input correlations in sha** the variability and noise correlations of evoked activity in the neocortex

AF Bujan, A Aertsen, A Kumar - Journal of Neuroscience, 2015 - jneurosci.org
Recent analysis of evoked activity recorded across different brain regions and tasks
revealed a marked decrease in noise correlations and trial-by-trial variability. Given the …