Coding of stimulus sequences by population responses in visual cortex

被引:55
作者
Benucci, Andrea [1 ,2 ]
Ringach, Dario L. [3 ,4 ]
Carandini, Matteo [1 ,2 ]
机构
[1] UCL, Inst Ophthalmol, London, England
[2] Smith Kettlewell Eye Res Inst, San Francisco, CA USA
[3] Univ Calif Los Angeles, Jules Stein Eye Inst, Dept Neurobiol, Los Angeles, CA 90024 USA
[4] Univ Calif Los Angeles, Jules Stein Eye Inst, Dept Psychol, Los Angeles, CA 90024 USA
基金
美国国家卫生研究院;
关键词
CAT STRIATE CORTEX; ORIENTATION SELECTIVITY; IN-VIVO; VISIBLE PERSISTENCE; ICONIC MEMORY; DYNAMICS; NEURONS; MECHANISMS; NEUROPHYSIOLOGY; SUPPRESSION;
D O I
10.1038/nn.2398
中图分类号
Q189 [神经科学];
学科分类号
071006 [神经生物学];
摘要
Neuronal populations in sensory cortex represent time-changing sensory input through a spatiotemporal code. What are the rules that govern this code? We measured membrane potentials and spikes from neuronal populations in cat visual cortex (V1) using voltage-sensitive dyes and electrode arrays. We first characterized the population response to a single orientation. As response amplitude grew, the population tuning width remained constant for membrane potential responses and became progressively sharper for spike responses. We then asked how these single-orientation responses combine to code for successive orientations. We found that they combined through simple linear summation. Linearity, however, was violated after stimulus offset, when responses exhibited an unexplained persistence. As a result of linearity, the interactions between responses to successive stimuli were minimal. Our results indicate that higher cortical areas may reconstruct the stimulus sequence from V1 population responses through a simple instantaneous decoder. Therefore, spatial and temporal codes in area V1 operate largely independently.
引用
收藏
页码:1317 / U145
页数:10
相关论文
共 50 条
[1]
[Anonymous], CIRANO WORKING PAPER
[2]
Neural correlations, population coding and computation [J].
Averbeck, BB ;
Latham, PE ;
Pouget, A .
NATURE REVIEWS NEUROSCIENCE, 2006, 7 (05) :358-366
[3]
Dynamic spike threshold reveals a mechanism for synaptic coincidence detection in cortical neurons in vivo [J].
Azouz, R ;
Gray, CM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (14) :8110-8115
[4]
Standing waves and traveling waves distinguish two circuits in visual cortex [J].
Benucci, Andrea ;
Frazor, Robert A. ;
Carandini, Matteo .
NEURON, 2007, 55 (01) :103-117
[5]
THEORY OF ORIENTATION TUNING IN VISUAL-CORTEX [J].
BENYISHAI, R ;
BAROR, RL ;
SOMPOLINSKY, H .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1995, 92 (09) :3844-3848
[6]
Encoding and decoding of overlapping odor sequences [J].
Broome, Bede M. ;
Jayaraman, Vivek ;
Laurent, Gilles .
NEURON, 2006, 51 (04) :467-482
[7]
State-dependent computations: spatiotemporal processing in cortical networks [J].
Buonomano, Dean V. ;
Maass, Wolfgang .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (02) :113-125
[8]
Do we know what the early visual system does? [J].
Carandini, M ;
Demb, JB ;
Mante, V ;
Tolhurst, DJ ;
Dan, Y ;
Olshausen, BA ;
Gallant, JL ;
Rust, NC .
JOURNAL OF NEUROSCIENCE, 2005, 25 (46) :10577-10597
[9]
Predictions of a recurrent model of orientation selectivity [J].
Carandini, M ;
Ringach, DL .
VISION RESEARCH, 1997, 37 (21) :3061-3071
[10]
Membrane potential and firing rate in cat primary visual cortex [J].
Carandini, M ;
Ferster, D .
JOURNAL OF NEUROSCIENCE, 2000, 20 (01) :470-484