Nonrenewal spike train statistics: causes and functional consequences on neural coding

O Avila-Akerberg, MJ Chacron - Experimental brain research, 2011 - Springer
Many neurons display significant patterning in their spike trains (eg oscillations, bursting),
and there is accumulating evidence that information is contained in these patterns. In many …

Neuronal coding and spiking randomness

L Kostal, P Lansky, JP Rospars - European Journal of …, 2007 - Wiley Online Library
Fast information transfer in neuronal systems rests on series of action potentials, the spike
trains, conducted along axons. Methods that compare spike trains are crucial for …

Decoding neuronal spike trains: how important are correlations?

S Nirenberg, PE Latham - Proceedings of the National …, 2003 - National Acad Sciences
It has been known for> 30 years that neuronal spike trains exhibit correlations, that is, the
occurrence of a spike at one time is not independent of the occurrence of spikes at other …

Serial correlation in neural spike trains: Experimental evidence, stochastic modeling, and single neuron variability

F Farkhooi, MF Strube-Bloss, MP Nawrot - Physical Review E—Statistical …, 2009 - APS
The activity of spiking neurons is frequently described by renewal point process models that
assume the statistical independence and identical distribution of the intervals between …

Statistical structure of neural spiking under non-Poissonian or other non-white stimulation

T Schwalger, F Droste, B Lindner - Journal of computational neuroscience, 2015 - Springer
Nerve cells in the brain generate sequences of action potentials with a complex statistics.
Theoretical attempts to understand this statistics were largely limited to the case of a …

Two distinct mechanisms shape the reliability of neural responses

S Schreiber, I Samengo… - Journal of …, 2009 - journals.physiology.org
Despite intrinsic noise sources, neurons can generate action potentials with remarkable
reliability. This reliability is influenced by the characteristics of sensory or synaptic inputs …

Noise shaping in neural populations

O Ávila Åkerberg, MJ Chacron - Physical Review E—Statistical, Nonlinear, and …, 2009 - APS
Many neurons display intrinsic interspike interval correlations in their spike trains. However,
the effects of such correlations on information transmission in neural populations are not …

Mechanisms that modulate the transfer of spiking correlations

R Rosenbaum, K Josić - Neural computation, 2011 - direct.mit.edu
Correlations between neuronal spike trains affect network dynamics and population coding.
Overlapping afferent populations and correlations between presynaptic spike trains …

[HTML][HTML] Neural coding with bursts—current state and future perspectives

F Zeldenrust, WJ Wadman, B Englitz - Frontiers in computational …, 2018 - frontiersin.org
Neuronal action potentials or spikes provide a long-range, noise-resistant means of
communication between neurons. As point processes single spikes contain little information …

To spike, or when to spike?

R Gütig - Current opinion in neurobiology, 2014 - Elsevier
Recent experimental reports have suggested that cortical networks can operate in regimes
were sensory information is encoded by relatively small populations of spikes and their …