The variable discharge of cortical neurons: implications for connectivity, computation, and information coding

MN Shadlen, WT Newsome - Journal of neuroscience, 1998 - Soc Neuroscience
Cortical neurons exhibit tremendous variability in the number and temporal distribution of
spikes in their discharge patterns. Furthermore, this variability appears to be conserved over …

Simple codes versus efficient codes

WR Softky - Current opinion in neurobiology, 1995 - Elsevier
Transmission of information is an important function of cortical neurons, so it is conceivable
that they have evolved to transmit information efficiently, with low noise and high temporal …

Limits to the temporal fidelity of cortical spike rate signals

ME Mazurek, MN Shadlen - Nature neuroscience, 2002 - nature.com
The cerebral cortex processes information primarily through changes in the spike rates of
neurons within local ensembles. To evaluate how reliably the average spike rate of a group …

A unified approach to the study of temporal, correlational, and rate coding

S Panzeri, SR Schultz - Neural Computation, 2001 - direct.mit.edu
We demonstrate that the information contained in the spike occurrence times of a population
of neurons can be broken up into a series of terms, each reflecting something about …

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 …

Slow dynamics and high variability in balanced cortical networks with clustered connections

A Litwin-Kumar, B Doiron - Nature neuroscience, 2012 - nature.com
Anatomical studies demonstrate that excitatory connections in cortex are not uniformly
distributed across a network but instead exhibit clustering into groups of highly connected …

Packet-based communication in the cortex

A Luczak, BL McNaughton, KD Harris - Nature Reviews Neuroscience, 2015 - nature.com
Cortical circuits work through the generation of coordinated, large-scale activity patterns. In
sensory systems, the onset of a discrete stimulus usually evokes a temporally organized …

Sparse bursts optimize information transmission in a multiplexed neural code

R Naud, H Sprekeler - … of the National Academy of Sciences, 2018 - National Acad Sciences
Many cortical neurons combine the information ascending and descending the cortical
hierarchy. In the classical view, this information is combined nonlinearly to give rise to a …

Optimal population coding by noisy spiking neurons

G Tkačik, JS Prentice… - Proceedings of the …, 2010 - National Acad Sciences
In retina and in cortical slice the collective response of spiking neural populations is well
described by “maximum-entropy” models in which only pairs of neurons interact. We asked …

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 …