Literature DB >> 17805296

Temporal precision in the neural code and the timescales of natural vision.

Daniel A Butts1, Chong Weng, Jianzhong Jin, Chun-I Yeh, Nicholas A Lesica, Jose-Manuel Alonso, Garrett B Stanley.   

Abstract

The timing of action potentials relative to sensory stimuli can be precise down to milliseconds in the visual system, even though the relevant timescales of natural vision are much slower. The existence of such precision contributes to a fundamental debate over the basis of the neural code and, specifically, what timescales are important for neural computation. Using recordings in the lateral geniculate nucleus, here we demonstrate that the relevant timescale of neuronal spike trains depends on the frequency content of the visual stimulus, and that 'relative', not absolute, precision is maintained both during spatially uniform white-noise visual stimuli and naturalistic movies. Using information-theoretic techniques, we demonstrate a clear role of relative precision, and show that the experimentally observed temporal structure in the neuronal response is necessary to represent accurately the more slowly changing visual world. By establishing a functional role of precision, we link visual neuron function on slow timescales to temporal structure in the response at faster timescales, and uncover a straightforward purpose of fine-timescale features of neuronal spike trains.

Mesh:

Year:  2007        PMID: 17805296     DOI: 10.1038/nature06105

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  130 in total

Review 1.  Conditional modeling and the jitter method of spike resampling.

Authors:  Asohan Amarasingham; Matthew T Harrison; Nicholas G Hatsopoulos; Stuart Geman
Journal:  J Neurophysiol       Date:  2011-10-26       Impact factor: 2.714

2.  Neural coding properties based on spike timing and pattern correlation of retinal ganglion cells.

Authors:  Han-Yan Gong; Ying-Ying Zhang; Pei-Ji Liang; Pu-Ming Zhang
Journal:  Cogn Neurodyn       Date:  2010-06-29       Impact factor: 5.082

3.  Millisecond encoding precision of auditory cortex neurons.

Authors:  Christoph Kayser; Nikos K Logothetis; Stefano Panzeri
Journal:  Proc Natl Acad Sci U S A       Date:  2010-09-13       Impact factor: 11.205

4.  Biophysical information representation in temporally correlated spike trains.

Authors:  William H Nesse; Leonard Maler; André Longtin
Journal:  Proc Natl Acad Sci U S A       Date:  2010-12-03       Impact factor: 11.205

5.  Gating of signal propagation in spiking neural networks by balanced and correlated excitation and inhibition.

Authors:  Jens Kremkow; Ad Aertsen; Arvind Kumar
Journal:  J Neurosci       Date:  2010-11-24       Impact factor: 6.167

6.  Recoding of sensory information across the retinothalamic synapse.

Authors:  Xin Wang; Judith A Hirsch; Friedrich T Sommer
Journal:  J Neurosci       Date:  2010-10-13       Impact factor: 6.167

7.  The episodic nature of spike trains in the early visual pathway.

Authors:  Daniel A Butts; Gaëlle Desbordes; Chong Weng; Jianzhong Jin; Jose-Manuel Alonso; Garrett B Stanley
Journal:  J Neurophysiol       Date:  2010-10-06       Impact factor: 2.714

Review 8.  A roadmap to integrate astrocytes into Systems Neuroscience.

Authors:  Ksenia V Kastanenka; Rubén Moreno-Bote; Maurizio De Pittà; Gertrudis Perea; Abel Eraso-Pichot; Roser Masgrau; Kira E Poskanzer; Elena Galea
Journal:  Glia       Date:  2019-05-06       Impact factor: 7.452

9.  Cerebellar Purkinje cells control eye movements with a rapid rate code that is invariant to spike irregularity.

Authors:  Hannah L Payne; Ranran L French; Christine C Guo; Td Barbara Nguyen-Vu; Tiina Manninen; Jennifer L Raymond
Journal:  Elife       Date:  2019-05-03       Impact factor: 8.140

10.  The dyslexia-associated gene DCDC2 is required for spike-timing precision in mouse neocortex.

Authors:  Alicia Che; Matthew J Girgenti; Joseph LoTurco
Journal:  Biol Psychiatry       Date:  2013-10-04       Impact factor: 13.382

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