Millisecond encoding precision of auditory cortex neurons

被引:92
作者
Kayser, Christoph [1 ]
Logothetis, Nikos K. [1 ,2 ]
Panzeri, Stefano [1 ,3 ]
机构
[1] Max Planck Inst Biol Cybernet, D-72076 Tubingen, Germany
[2] Univ Manchester, Div Imaging Sci & Biomed Engn, Manchester M13 9PT, Lancs, England
[3] Italian Inst Technol, Robot Brain & Cognit Sci Dept, I-16163 Genoa, Italy
关键词
hearing; neural code; spike timing; natural sounds; mutual information; SPIKE TRAIN; NERVE FIBERS; INFORMATION; CODES; TIME; RESPONSES; PATTERNS; SPEECH;
D O I
10.1073/pnas.1012656107
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Neurons in auditory cortex are central to our perception of sounds. However, the underlying neural codes, and the relevance of millisecond- precise spike timing in particular, remain debated. Here, we addressed this issue in the auditory cortex of alert nonhuman primates by quantifying the amount of information carried by precise spike timing about complex sounds presented for extended periods of time (random tone sequences and natural sounds). We investigated the dependence of stimulus information on the temporal precision at which spike times were registered and found that registering spikes at a precision coarser than a few milliseconds significantly reduced the encoded information. This dependence demonstrates that auditory cortex neurons can carry stimulus information at high temporal precision. In addition, we found that the main determinant of finely timed information was rapid modulation of the firing rate, whereas higher-order correlations between spike times contributed negligibly. Although the neural coding precision was high for random tone sequences and natural sounds, the information lost at a precision coarser than a few milliseconds was higher for the stimulus sequence that varied on a faster time scale (random tones), suggesting that the precision of cortical firing depends on the stimulus dynamics. Together, these results provide a neural substrate for recently reported behavioral relevance of precisely timed activity patterns with auditory cortex. In addition, they highlight the importance of millisecond-precise neural coding as general functional principle of auditory processing-from the periphery to cortex.
引用
收藏
页码:16976 / 16981
页数:6
相关论文
共 42 条
[1]  
[Anonymous], 1999, Spikes: Exploring the Neural Code
[2]   Deciphering the spike train of a sensory neuron: Counts and temporal patterns in the rat whisker pathway [J].
Arabzadeh, Ehsan ;
Panzeri, Stefano ;
Diamond, Mathew E. .
JOURNAL OF NEUROSCIENCE, 2006, 26 (36) :9216-9226
[3]   Long-Lasting Context Dependence Constrains Neural Encoding Models in Rodent Auditory Cortex [J].
Asari, Hiroki ;
Zador, Anthony M. .
JOURNAL OF NEUROPHYSIOLOGY, 2009, 102 (05) :2638-2656
[4]  
Azouz R, 1999, J NEUROSCI, V19, P2209
[5]   READING A NEURAL CODE [J].
BIALEK, W ;
RIEKE, F ;
VANSTEVENINCK, RRD ;
WARLAND, D .
SCIENCE, 1991, 252 (5014) :1854-1857
[6]   Neural Ensemble Codes for Stimulus Periodicity in Auditory Cortex [J].
Bizley, Jennifer K. ;
Walker, Kerry M. M. ;
King, Andrew J. ;
Schnupp, Jan W. H. .
JOURNAL OF NEUROSCIENCE, 2010, 30 (14) :5078-5091
[7]  
Butts DA, 2007, NATURE, V449, P92, DOI 10.1038/natureO6105
[8]   Timing Precision in Population Coding of Natural Scenes in the Early Visual System [J].
Desbordes, Gaelle ;
Jin, Jianzhong ;
Weng, Chong ;
Lesica, Nicholas A. ;
Stanley, Garrett B. ;
Alonso, Jose-Manuel .
PLOS BIOLOGY, 2008, 6 (12) :2672-2682
[9]  
DeWeese MR, 2003, J NEUROSCI, V23, P7940
[10]   Cortical activity patterns predict speech discrimination ability [J].
Engineer, Crystal T. ;
Perez, Claudia A. ;
Chen, YeTing H. ;
Carraway, Ryan S. ;
Reed, Amanda C. ;
Shetake, Jai A. ;
Jakkamsetti, Vikram ;
Chang, Kevin Q. ;
Kilgard, Michael P. .
NATURE NEUROSCIENCE, 2008, 11 (05) :603-608