Robust sound classification through the representation of similarity using response fields derived from stimuli during early experience

Biological Cybernetics

Volumn 93, Issue 1, 2005, Pages 22-30

  Coath, Martin ^a   Denham, Susan L ^a  

^a UNIVERSITY OF PLYMOUTH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; FREQUENCIES; NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); SPEECH ANALYSIS; WHITE ACOUSTIC NOISE;

RESPONSE FIELDS; ROBUST SOUND CLASSIFICATION; SPEAKER VARIATION; SPECTRO-TEMPORAL RESPONSE FIELDS (STRF);

AUDITION;

ANIMALIA;

ACTION POTENTIAL; ARTICLE; AUDITORY STIMULATION; CLASSIFICATION; COMPARATIVE STUDY; HUMAN; PHYSIOLOGY; PSYCHOLOGICAL MODEL; RADIATION RESPONSE; SOUND; SPECTROSCOPY; SPEECH PERCEPTION; TIME;

ACOUSTIC STIMULATION; ACTION POTENTIALS; DOSE-RESPONSE RELATIONSHIP, RADIATION; HUMANS; MODELS, PSYCHOLOGICAL; SOUND; SPECTRUM ANALYSIS; SPEECH PERCEPTION; TIME FACTORS;

EID: 23044480258     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00422-005-0560-4     Document Type: Article

References (35)

1. Aertsen A, Johannesma P (1981) A comparison of the spectro-temporal sensitivity of auditory neurons to tonal and natural stimuli. Biol Cybern 42(2):145-56
2. Ahissar E, Nagarajan S, Ahissar M, Protopapas A, Mahncke H, Merzenich M (2001) Speech comprehension is correlated with temporal response patterns recorded from auditory cortex. Proc Natl Acad Sci USA 98(23):13367-13372
3. Arai T, Greenberg S (1998) Speech intelligibility in the presence of cross-channel asynchrony. In: IEEE international conference on acoustics, speech and signal processing, pp 933-936
4. Bar-Yosef O, Rotman Y, Nelken I (2002) Responses of neurons in cat primary auditory cortex to bird chirps: effects of temporal and spectral context. J Neurosci 22(19):8619-8632
5. Buss E, Hall JW, Grose JH (2003) Spectral integration of synchronous and asynchronous cues to consonent identification. J Acoust Soc Am 115(5):2278-2285
6. Chang EF, Merzenich MM (2003) Environmental noise retards auditory cortical development. Science 300(5618):498-502
7. Dayan, Abbot (2001) Neural Coding. MIT, Cambridge
8. deCharms R, Blake D, Merzenich M (1998) Optimizing sound features for cortical neurons. Science 280(5368):1439-1443
9. Depireux DA, Simon JZ, Klein DJ, Shamma S (2001) Spectra-temporal response field characterization with dynamic ripples in ferret primary auditory cortex. J Neurophysiol 85(3):1220-1234
10. Edelman S (1998) Representation is representation of similarities. Behav Brain Sci 21(4):449-467; discussion 467-498
11. Elhilali M, Fritz JB, Klein DJ, Simon JZ, Shamma SA (2004) Dynamics of precise spike timing in primary auditory cortex. J Neurosci 24(5):1159-72, DOI 10.1523/JNEUROSCI.3825-03.2004, URL http://dx.doi.org/10.1523/JNEUROSCI.3825-03. 2004
12. Fishbach A, Nelken I, Yeshurun Y (2001) Auditory edge detection: a neural model for physiological and psychoacoustical responses to amplitude transients. J Neurophysiol 85(6):2303-2323
13. Fritz J, Shamma S, Elhilali M, Klein D (2003) Rapid task-related plasticity of spectrotemporal receptive fields in primary auditory cortex. Nat Neurosci 6(11):1216-1223
14. Glasberg BR, Moore BC (1990) Derivation of auditory filter shapes from notched noise data. Hear Res 47(1):103-138
15. Golomb D, Hertz J, Panzeri S, Treves A, Richmond B (1997) How well can we estimate the information carried in neuronal responses from limited samples? Neural Comput 9(3):649-665
16. Heil P (1997) Auditory cortical onset responses revisited. II. Response strength. J Neurophysiol 77(5):2642-2660
17. Heil P, Irvine D (1997) First-spike timing of auditory-nerve fibers and comparison with auditory cortex. J Neurophysiol 78(5):2438-2454
18. Heil P, Neubauer H (2001) Temporal integration of sound pressure determines thresholds of auditory-nerve fibers. J Neurosci 21(18):7404-7415
19. Irino T, Patterson RD, Kawahara H (2005) In Speech separation by humans and machines., Kluwer Academic, Massachusetts, chap Speech segregation using an event synchronous auditory image and STRAIGHT, pp 153-165
20. Kowalski N, Depireux D, Shamma S (1996a) Analysis of dynamic spectra in ferret primary auditory cortex. I. Characteristics of single-unit responses to moving ripple spectra. J Neurophysiol 76(5):3503-3523
21. Kowalski N, Depireux D, Shamma S (1996b) Analysis of dynamic spectra in ferret primary auditory cortex. II. Prediction of unit responses to arbitrary dynamic spectra. J Neurophysiol 76(5):3524-3534
22. Linden JF, Liu RC, Sahani M, Schreiner CE, Merzenich MM (2003) Spectrotemporal structure of receptive fields in areas AI and AAF of mouse auditory cortex. J Neurophysiol 90(4):2660-2675
23. Machens CK, Wehr MS, Zador AM (2004) Linearity of cortical receptive fields measured with natural sounds. J Neurosci 24(5):1089-100, DOI: 10.1523/JNEUROSCI.4445-03.2004, URL http://dx.doi.org/10.1523/JNEUROSCI.4445-03. 2004
24. Miller L et al, ME (2002) Spectrotemporal receptive fields in the lernniscal auditory thalamus and cortex. J Neurophysiol 87:516-527
25. Nelken I, Fishbach A, Las L, Ulanovsky N, Farkas D (2003) Primary auditory cortex of cats: feature detection or something else? Biol Cybern 89(5):397-406, URL http://dx.doi.org/10.1007/s00422-003-0445-3
26. Nikias C, Athina P (1993) Higher-order spectra analysis. Prentice Hall Signal Pocessing Series
27. Phillips D, Hall S, Boehnke S (2002) Central auditory onset responses, and temporal asymmetries in auditory perception. Hear Res 167(1-2):192-205
28. Shepard R, Chipman S (1970) Second-order isomorphism of internal-representations: shapes of states. Cogni Psychol 1:1-17
29. Slaney M (1994) Auditory toolbox documentation. technical report 45. Tech. rep., Apple Computers Inc.
30. Terhardt E (1974) Pitch, consonance, and harmony. J Acoust Soc Am 55(5):1061-1069
31. Theunissen FE, David SV, Singh NC, Hsu A, Vinje WE, Gallant JL (2001) Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli. Netw Comput Neural Syst 12:289-316
32. Ullman S, Vidal-Naquet M, Sali E (2002) Visual features of intermediate complexity and their use in classification. Nat Neurosci 5(7):682-687
33. Wiegrebe L (2001) Searching for the time constant of neural pitch extraction. J Acoust Soc Am 109(3):1082-1091
34. Zhang L, Bao S, Merzenich M (2001) Persistent and specific influences of early acoustic environments on primary auditory cortex. Nat Neurosci 4(11):1123-1130
35. Zhang LI, Bao S, Merzenich MM (2002) Disruption of primary auditory cortex by synchronous auditory inputs during a critical period. Proc Natl Acad Sci USA 99(4):2309-2314