Temporal aspects of neural coding in the retina and lateral geniculate

被引:45
作者
Victor, JD [1 ]
机构
[1] Cornell Univ, Weill Med Coll, Dept Neurol & Neurosci, New York, NY 10021 USA
关键词
D O I
10.1088/0954-898X/10/4/201
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The early stages of visual processing provide excellent models for the study of how information is represented in, and processed by, the activity of neurons. The fact that the retina contains both non-spiking and spiking neurons leads us to frame questions about neural coding in a general fashion, rather than in a manner specific either to point processes or continuous signals. In particular, we ask about the role of the statistical structure of the response, the extent to which the neural representation is 'literal', and how information content can be estimated from laboratory data. The broad theme that emerges from a review of experimental data is that each stage of visual processing is accompanied by new features, including adaptive filtering, feedback, rectification and spike generation. These dynamical elements allow an increasingly rich set of strategies for the representation and processing of visual information at retinal and thalamic levels.
引用
收藏
页码:R1 / R66
页数:66
相关论文
共 431 条
[51]   FLICKER FUSION FREQUENCY OF BLUE-SENSITIVE MECHANISM OF COLOUR VISION [J].
BRINDLEY, GS ;
DUCROZ, JJ ;
RUSHTON, WAH .
JOURNAL OF PHYSIOLOGY-LONDON, 1966, 183 (02) :497-&
[52]   Mechanisms of concerted firing among retinal ganglion cells [J].
Brivanlou, IH ;
Warland, DK ;
Meister, M .
NEURON, 1998, 20 (03) :527-539
[53]   SPATIOTEMPORAL TRANSFER-FUNCTION OF LIMULUS LATERAL EYE [J].
BRODIE, SE ;
KNIGHT, BW ;
RATLIFF, F .
JOURNAL OF GENERAL PHYSIOLOGY, 1978, 72 (02) :167-202
[54]   RESPONSE OF LIMULUS RETINA TO MOVING STIMULI - PREDICTION BY FOURIER SYNTHESIS [J].
BRODIE, SE ;
KNIGHT, BW ;
RATLIFF, F .
JOURNAL OF GENERAL PHYSIOLOGY, 1978, 72 (02) :129-166
[55]   Disambiguating different covariation types [J].
Brody, CD .
NEURAL COMPUTATION, 1999, 11 (07) :1527-1535
[56]   Correlations without synchrony [J].
Brody, CD .
NEURAL COMPUTATION, 1999, 11 (07) :1537-1551
[57]   Slow covariations in neuronal resting potentials can lead to artefactually fast cross-correlations in their spike trains [J].
Brody, CD .
JOURNAL OF NEUROPHYSIOLOGY, 1998, 80 (06) :3345-3351
[58]   PARALLEL VERSUS SERIAL PROCESSING - NEW VISTAS ON THE DISTRIBUTED ORGANIZATION OF THE VISUAL-SYSTEM [J].
BULLIER, J ;
NOWAK, LG .
CURRENT OPINION IN NEUROBIOLOGY, 1995, 5 (04) :497-503
[59]   Bicoherence of intracranial EEG in sleep, wakefulness and seizures [J].
Bullock, TH ;
Achimowicz, JZ ;
Duckrow, RB ;
Spencer, SS ;
Iragui-Madoz, VJ .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1997, 103 (06) :661-678
[60]   Signals and signs in the nervous system: The dynamic anatomy of electrical activity is probably information-rich [J].
Bullock, TH .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (01) :1-6