Adaptation of the temporal receptive fields of macaque V1 neurons

被引:4
作者
Romero, R
Yu, YG
Afshar, P
Lee, TS [1 ]
机构
[1] Carnegie Mellon Univ, Ctr Neural Basis Cognit, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Dept Comp Sci, Pittsburgh, PA 15213 USA
[3] Univ Pittsburgh, Sch Med, Pittsburgh, PA 15213 USA
关键词
V1; receptive field; Wiener kernel; Volterra series;
D O I
10.1016/S0925-2312(02)00799-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Traditional view of macaque V1 neurons is that they are static spatiotemporal filters. This stud-v shows that V1 neurons' temporal receptive fields (kernels) are dynamic and adaptive. in order to study the adaptation of the kernels to a variety of stimuli, we developed a regression approach to recover kernels using naturalistic stimuli. Using this technique, we studied how the kernels of the V1 neurons in macaque monkeys adapt to the frequency bandwidth of naturalistic signals. We found that the temporal frequency tunings and the gains of the receptive fields of the neurons change according to the statistical context of the stimulus environment. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:135 / 140
页数:6
相关论文
共 10 条
[1]   Adaptive rescaling maximizes information transmission [J].
Brenner, N ;
Bialek, W ;
van Steveninck, RD .
NEURON, 2000, 26 (03) :695-702
[2]   SPACE-TIME SPECTRA OF COMPLEX CELL FILTERS IN THE MACAQUE MONKEY - A COMPARISON OF RESULTS OBTAINED WITH PSEUDOWHITE NOISE AND GRATING STIMULI [J].
GASKA, JP ;
JACOBSON, LD ;
CHEN, HW ;
POLLEN, DA .
VISUAL NEUROSCIENCE, 1994, 11 (04) :805-821
[3]   IDENTIFYING NONLINEAR DIFFERENCE EQUATION AND FUNCTIONAL EXPANSION REPRESENTATIONS - THE FAST ORTHOGONAL ALGORITHM [J].
KORENBERG, MJ .
ANNALS OF BIOMEDICAL ENGINEERING, 1988, 16 (01) :123-142
[4]   MEASUREMENT OF WIENER KERNELS OF A NONLINEAR SYSTEM BY CROSS-CORRELATION [J].
LEE, YW ;
SCHETZEN, M .
INTERNATIONAL JOURNAL OF CONTROL, 1965, 2 (03) :237-&
[5]   IDENTIFICATION OF NONLINEAR BIOLOGICAL-SYSTEMS USING LAGUERRE EXPANSIONS OF KERNELS [J].
MARMARELIS, VZ .
ANNALS OF BIOMEDICAL ENGINEERING, 1993, 21 (06) :573-589
[6]  
Rieke F, 1997, SPIKES EXPLORING NEU
[7]  
SMIMAKIS SM, 1997, NATURE, V386, P69
[8]   Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus [J].
Stanley, GB ;
Li, FF ;
Dan, Y .
JOURNAL OF NEUROSCIENCE, 1999, 19 (18) :8036-8042
[9]   THEORETICAL PREDICTIONS OF SPATIOTEMPORAL RECEPTIVE-FIELDS OF FLY LMCS, AND EXPERIMENTAL VALIDATION [J].
VANHATEREN, JH .
JOURNAL OF COMPARATIVE PHYSIOLOGY A-SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY, 1992, 171 (02) :157-170
[10]  
Wiener N., 1958, NONLINEAR PROBLEMS R