Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli

Network: Computation in Neural Systems

Volumn 12, Issue 3, 2001, Pages 289-316

  Theunissen, Frédéric E ^a   David, Stephen V ^a   Singh, Nandini C ^a   Hsu, Anne ^a   Vinje, William E ^a   Gallant, Jack L ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ANIMAL; ARTICLE; AUDITORY CORTEX; AUDITORY STIMULATION; BIOLOGICAL MODEL; CYTOLOGY; DEPTH PERCEPTION; FOREBRAIN; HEARING; PHOTOSTIMULATION; PHYSIOLOGY; PRIMATE; SENSORY NERVE CELL; SONGBIRD; VISION; VISUAL CORTEX; VOCALIZATION;

ACOUSTIC STIMULATION; ALGORITHMS; ANIMALS; AUDITORY CORTEX; AUDITORY PERCEPTION; CYTOLOGY; MODELS, NEUROLOGICAL; NEURONS, AFFERENT; PHOTIC STIMULATION; PHYSIOLOGY; PRIMATES; PROSENCEPHALON; SONGBIRDS; SPACE PERCEPTION; VISUAL CORTEX; VISUAL PERCEPTION; VOCALIZATION, ANIMAL;

EID: 0042235146     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X/12/3/304     Document Type: Article

References (31)

1. Aertsen A M and Johannesma P I 1981a A comparison of the spectro-temporal sensitivity of auditory neurons to tonal and natural stimuli Biol. Cybern. 42 145-56
2. _1981b The spectro-temporal receptive field. A functional characteristic of auditory neurons Biol. Cybern. 42 133-43
3. Borst A and Theunissen F E 1999 Information theory and neural coding Nat. Neurosci. 2 947-57
4. Carandini M, Heeger D J and Movshon J A 1997 Linearity and normalization in simple cells of the macaque primary visual cortex J. Neurosci. 17 8621-44
5. Dan Y, Atick J J and Reid R C 1996 Efficient coding of natural scenes in the lateral geniculate nucleus: experimental test of a computational theory J. Neurosci. 16 3351-62
6. David S V, Vinje W E and Gallant J L 1999 Natural image reverse correlation in awake behaving primates Soc. Neurosci. Abstr. 25 1935
7. Davis P J 1979 Circulant Matrices (New York: Wiley)
8. DeAngelis G C, Ohzawa I and Freeman R D 1995 Receptive-field dynamics in the central visual pathways Trends Neurosci. 18 451-8
9. DeBoer E and Kuyper P 1968 Triggered Correlation IEEE Trans. Biomed. Eng. 15 159-79
10. DiCarlo J J and Johnson K O 2000 Spatial and temporal structure of receptive fields in primate somatosensory area 3b: effects of stimulus scanning direction and orientation J. Neurosci. 20 495-510
11. Dong D W and Atick J J 1995 Statistics of natural time-varying images Network 6 345-58
12. Field D J 1987 Relations between the statistics of natural images and the response properties of cortical cells J. Opt. Soc. Am. A 4 2379-94
13. Heeger D J 1992 Normalization of cell responses in cat striate cortex Vis. Neurosci. 9 181-97
14. Kay S 1993 Fundamentals of Statistical Signal Processing: Estimation Theory vol 1 (Upper Saddle River, NJ: Prentice-Hall)
15. Klein D J, Depireux D A, Simon J Z and Shamma S A 2000 Robust spectro-temporal reverse correlation for the auditory system: optimizing stimulus design J. Comput. Neurosci. 9 85-111
16. Margoliash D 1986 Preference for autogenous song by auditory neurons in a song system nucleus of the white-crowned sparrow J. Neurosci. 6 1643-61
17. Marmeralis P and Marmeralis V 1978 Analysis of Physiological Systems: The White Noise Approach (New York: Plenum)
18. Nelken I, Kim P J and Young E D 1997 Linear and nonlinear spectral integration in type IV neurons of the dorsal cochlear nucleus. II. Predicting responses with the use of nonlinear models J. Neurophysiol. 78 800-11
19. Ohlemiller K K, Kanwal J S and Suga N 1996 Facilitative responses to species-specific calls in cortical FM-FM neurons of the mustached bat Neuroreport 7 1749-55
20. Rauschecker J P, Tian B and Hauser M 1995 Processing of complex sounds in the macaque nonprimary auditory cortex Science 268 111-4
21. Rieke F, Bodnar D A and Bialek W 1995 Naturalistic stimuli increase the rate and efficiency of information transmission by primary auditory afferents Proc. R. Soc. B 262 259-65
22. Rieke F, Warland D, de Ruyter van Steveninck R and Bialek W 1997 Spikes: Exploring the Neural Code (Cambridge, MA: MIT Press)
23. Ringach D L, Sapiro G and Shapley R 1997 A subspace reverse-correlation technique for the study of visual neurons Vis. Res. 37 2455-64
24. Ruderman D L 1997 Origins of scaling in natural images Vis. Res. 37 3385-98
25. Suga N, O'Neill W E and Manabe T 1978 Cortical neurons sensitive to combinations of information-bearing elements of biosonar signals in the moustache bat Science 200 778-81
26. Theunissen F, Roddey J C, Stufflebeam S, Clague H and Miller J P 1996 Information theoretic analysis of dynamical encoding by four identified primary sensory interneurons in the cricket cereal system J. Neurophysiol. 75 1345-64
27. Theunissen F E, Sen K and Doupe A J 2000 Spectral-temporal receptive fields of nonlinear auditory neurons obtained using natural sounds J. Neurosci. 20 2315-31
28. Thomson D J and Chave A D 1991 Jackknifed error estimates for spectra, coherences and transfer functions Advances in Spectrum Analysis and Array Processing vol 1, ed S Haykin (Upper Saddle River, NJ: Prentice-Hall)
29. Tyler, Preece and Tye-Murray 1990 Iowa Audivisual Speech Perception Tests (Iowa City, IA)
30. Vinje W E and Gallant J L 1998 Modeling complex cells in an awake macaque during natural image viewing Advances in Neural Information Processing Systems 10 ed M I Jordan, M J Kearns and S A Solla (Cambridge, MA: MIT Press) pp 236-42
31. _2000 Sparse coding and decorrelation in primary visual cortex during natural vision Science 287 1273-6