Nonlinear spectrotemporal sound analysis by neurons in the auditory midbrain

被引:171
作者
Escabi, MA
Schreiner, CE
机构
[1] Univ Connecticut, Biomed Engn Program, Dept Elect & Comp Engn, Storrs, CT 06269 USA
[2] Univ Calif San Francisco, WM Keck Ctr Integrat Neurosci, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Berkeley Joint Bioengn Grad Grp, San Francisco, CA 94143 USA
关键词
inferior colliculus; spectrotemporal; receptive field; nonlinear; ripple; naturalistic; reverse correlation;
D O I
10.1523/JNEUROSCI.22-10-04114.2002
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The auditory system of humans and animals must process information from sounds that dynamically vary along multiple stimulus dimensions, including time, frequency, and intensity. Therefore, to understand neuronal mechanisms underlying acoustic processing in the central auditory pathway, it is essential to characterize how spectral and temporal acoustic dimensions are jointly processed by the brain. We use acoustic signals with a structurally rich time-varying spectrum to study linear and nonlinear spectrotemporal interactions in the central nucleus of the inferior colliculus (ICC). Our stimuli, the dynamic moving ripple (DMR) and ripple noise (RN), allow us to systematically characterize response attributes with the spectrotemporal receptive field (STRF) methods to a rich and dynamic stimulus ensemble. Theoretically, we expect that STRFs derived with DMR and RN would be identical for a linear integrating neuron, and we find that similar to60% of ICC neurons meet this basic requirement. We find that the remaining neurons are distinctly nonlinear; these could either respond selectively to DMR or produce no STRFs despite selective activation to spectrotemporal acoustic attributes. Our findings delineate rules for spectrotemporal integration in the ICC that cannot be accounted for by conventional linear-energy integration models.
引用
收藏
页码:4114 / 4131
页数:18
相关论文
共 53 条
[1]  
AERSTEN AMH, 1980, BIOL CYBERN, V38, P235
[2]   Neural mechanisms for processing binocular information I. Simple cells [J].
Anzai, A ;
Ohzawa, I ;
Freeman, RD .
JOURNAL OF NEUROPHYSIOLOGY, 1999, 82 (02) :891-908
[3]  
ATTIAS H, 1998, ADV NEURAL INF PROCE, V10, P27
[4]   Horizontal propagation of visual activity in the synaptic integration field of area 17 neurons [J].
Bringuier, V ;
Chavane, F ;
Glaeser, L ;
Frégnac, Y .
SCIENCE, 1999, 283 (5402) :695-699
[5]   NEURAL TUNING FOR SOUND DURATION - ROLE OF INHIBITORY MECHANISMS IN THE INFERIOR COLLICULUS [J].
CASSEDAY, JH ;
EHRLICH, D ;
COVEY, E .
SCIENCE, 1994, 264 (5160) :847-850
[6]   SPATIOTEMPORAL ORGANIZATION OF SIMPLE-CELL RECEPTIVE-FIELDS IN THE CATS STRIATE CORTEX .2. LINEARITY OF TEMPORAL AND SPATIAL SUMMATION [J].
DEANGELIS, GC ;
OHZAWA, I ;
FREEMAN, RD .
JOURNAL OF NEUROPHYSIOLOGY, 1993, 69 (04) :1118-1135
[7]  
DeAngelis GC, 1999, J NEUROSCI, V19, P4046
[8]   Optimizing sound features for cortical neurons [J].
deCharms, RC ;
Blake, DT ;
Merzenich, MM .
SCIENCE, 1998, 280 (5368) :1439-1443
[9]   Spectro-temporal response field characterization with dynamic ripples in ferret primary auditory cortex [J].
Depireux, DA ;
Simon, JZ ;
Klein, DJ ;
Shamma, SA .
JOURNAL OF NEUROPHYSIOLOGY, 2001, 85 (03) :1220-1234
[10]  
Doupe AJ, 1997, J NEUROSCI, V17, P1147