A computational model of auditory selective attention

IEEE Transactions on Neural Networks

Volumn 15, Issue 5, 2004, Pages 1151-1163

  Wrigley, Stuart N ^a   Brown, Guy J ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; ACOUSTIC WAVES; CORRELATION METHODS; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBABILITY DISTRIBUTIONS; SPEECH ANALYSIS;

ATTENTIONAL LEAKY INTEGRATOR; AUDITORY SCENE ANALYSIS; NEURAL OSCILLATOR; TEMPORAL CORRELATION;

AUDITION;

ACTION POTENTIAL; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; ATTENTION; AUDITORY CORTEX; AUDITORY NERVOUS SYSTEM; BIOLOGICAL MODEL; BIOLOGICAL RHYTHM; HEARING; HUMAN; MEMORY; NERVE CELL; NORMAL DISTRIBUTION; PHYSIOLOGY; SYNAPSE; SYNAPTIC TRANSMISSION;

ACTION POTENTIALS; ANIMALS; ATTENTION; AUDITORY CORTEX; AUDITORY PATHWAYS; AUDITORY PERCEPTION; BIOLOGICAL CLOCKS; HUMANS; MEMORY; MODELS, NEUROLOGICAL; NEURAL NETWORKS (COMPUTER); NEURONS; NORMAL DISTRIBUTION; SYNAPSES; SYNAPTIC TRANSMISSION;

EID: 4644324651     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2004.832710     Document Type: Article

References (54)

1. E. C. Cherry, "Some experiments on the recognition of speech, with one and two ears," J. Acoust. Soc. Amer., vol. 25, pp. 975-979, 1953.
2. A. S. Bregman, Auditory Scene Analysis. The Perceptual Organization of Sound. Cambridge, MA: MIT Press, 1990.
3. K. Koffka, Principles of Gestalt Psychology. Orlando, FL: Harcourt Brace Jovanovich, 1936.
4. R. M. Warren and R. P. Warren, "Auditory illusions and confusions," Sci. Amer., vol. 223, no. 12, pp. 30-36, 1970.
5. T. A. Mondor and A. S. Bregman, "Allocating attention to frequency regions," Percep. Psychophys., vol. 56, no. 3, pp. 268-276, 1994.
6. T. A. Mondor and R. J. Zatorre, "Shifting and focusing auditory spatial attention," J. Exp. Psychol. Human, vol. 21, no. 2, pp. 387-409, 1995.
7. Y. Tsal, "Movements of attention across the visual field," J. Exp. Psychol. Human, vol. 9, no. 4, pp. 523-530, 1983.
8. G. J. Andersen and A. F. Kramer, "Limits of focused attention in three-dimensional space," Percep. Psychophys., vol. 53, no. 6, pp. 658-667, 1993.
9. C. J. Spence and J. Driver, "Covert spatial orienting in audition: Exogenous and endogenous mechanisms," J. Exp. Psychol. Human, vol. 20, no. 3, pp. 555-574, 1994.
10. A. S. Bregman and A. Rudnicky, "Auditory segregation: Stream or streams," J. Exp. Psychol. Human, vol. 1, pp. 263-267, 1975.
11. M. R. Jones, G. Kidd, and R. Wetzel, "Evidence for rhythmic attention," J. Exp. Psychol. Human, vol. 7, pp. 1059-1073, 1981.
12. R. P. Carlyon, R. Cusack, J. M. Foxton, and I. H. Robertson, "Effects of attention and unilateral neglect on auditory stream segregation," J. Exp. Psychol. Human, vol. 27, no. 1, pp. 115-127, 2001.
13. L. P. A. S. van Noorden, "Temporal coherence in the perception of tone sequences," Ph.D. dissertation, Inst. Perceptual Res., Eindhoven, The Netherlands, 1975.
14. S. Anstis and S. Saida, "Adaptation to auditory streaming of frequency-modulated tones," J. Exp. Psychol. Human, vol. 11, pp. 257-271, 1985.
15. S. N. Wrigley, "A Theory and computational model of auditory selective attention," Ph.D. dissertation, Dept. Comput. Sci., Univ. Sheffield, Sheffield, U.K., 2002.
16. N. Moray, "Attention in dichotic listening: Affective cues and the influence of instructions," Q. J. Exp. Psychol., vol. 11, pp. 56-60, 1959.
17. M. E. Dawson and A. M. Schell, "Electrodermal responses to attended and nonattended significant stimuli during dichotic listening," J. Exp. Psychol. Human, vol. 8, pp. 315-324, 1982.
18. J. T. Winslow, L. A. Parr, and M. Davis, "Acoustic startle, prepulse inhibition, and fear-potentiated startle measured in rhesus monkeys," Biol. Psychiatry, vol. 51, no. 11, pp. 859-866, 2002.
19. A. Treisman, "Contextual cues in selective listening," Q. J. Exp. Psychol., vol. 77, pp. 533-546, 1960.
20. A. Treisman and H. Schmidt, "Illusory conjunctions in the perception of objects," Cogn. Psychol., vol. 14, pp. 107-141, 1982.
21. M. S. Livingstone and D. H. Hubel, "Segregation of form, color, movement, and depth: Anatomy, physiology, and perception," Science, vol. 240, pp. 740-749, 1988.
22. C. von der Malsburg, "Am I thinking assemblies?," in Proc. Trieste Meeting Brain Theory, G. Palm and A. Aertsen, Eds., Berlin, Germany, 1986.
23. C. von der Malsburg, "The correlation theory of brain function.," Max Planck Inst. Biophys. Chem., Göttingen, Germany, Rep. 81-2, 1981.
24. P. M. Milner, "A model for visual shape recognition," Psychol. Rev., vol. 81, pp. 521-535, 1974.
25. C. von der Malsburg and W. Schneider, "A neural cocktail-party processor," Biol. Cybern., vol. 54, pp. 29-40, 1986.
26. C. M. Gray and W. Singer, "Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex," Proc. Nat. Acad. Sci. USA, vol. 86, pp. 1698-1702, 1989.
27. C. M. Gray, P. Koenig, A. K. Engel, and W. Singer, "Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties," Nature, vol. 338, pp. 334-337, 1989.
28. M. Joliot, U. Ribary, and R. Llinás, "Human oscillatory brain activity near 40 Hz coexists with cognitive temporal binding," Proc. Nat. Acad. Sci. USA, vol. 91, pp. 11748-11751, 1994.
29. G. Tononi and G. M. Edelman, "Consciousness and complexity," Science, vol. 282, pp. 1846-1851, 1998.
30. G. Tononi, R. Srinivasan, D. P. Russell, and G. M. Edelman, "Investigating neural correlates of conscious perception by frequency-tagged neuromagnetic responses," Proc. Nat. Acad. Sci. USA, vol. 95, pp. 3198-3203, 1998.
31. C. Tallon-Baudry, O. Bertrand, F. Peronnet, and J. Pernier, "Induced gamma band activity during the delay of a visual short-term memory task in humans," J. Neurosci., vol. 18, pp. 4244-4254, 1998.
32. K. Keil, M. M. Müller, W. J. Ray, T. Gruber, and T. Elbert, "Human gamma band activity and perception of a Gestalt," J. Neurosci., vol. 19, pp. 7152-7161, 1999.
33. F. Pulvermüller, N. Birbaumer, W. Lutzenberger, and B. Mohr, "High-frequency brain activity: Its possible role in attention, perception and language processing," Prog. Neurobiol., vol. 52, pp. 427-445, 1997.
34. R. Meddis and M. Hewitt, "Virtual pitch and phase sensitivity of a computer model of the auditory periphery: I. Pitch identification," J. Acoust. Soc. Amer., vol. 89, no. 6, pp. 2866-2882, 1991.
35. B. C. J. Moore, An Introduction to the Psychology of Hearing - 4th Edition. New York: Academic, 1997.
36. D. L. Wang and D. Terman, "Locally excitatory globally inhibitory oscillator networks," IEEE Trans. Neural Networks, vol. 6, pp. 283-286, Jan. 1995.
37. R. D. Patterson, I. Nimmo-Smith, J. Holdsworth, and P. Rice, "An efficient auditory filterbank based on the gammatone function," Applied Psychol. Unit, Univ. Cambridge, Cambridge, U.K., APU Rep. 2341, 1988.
38. B. R. Glasberg and B. C. J. Moore, "Derivation of auditory filter shapes from notched-noise data," Hearing Res., vol. 47, pp. 103-138, 1990.
39. R. D. Patterson and B. C. J. Moore, "Auditory filters and excitation patterns as representations of frequency resolution," in Frequency Selectivity in Hearing, B. C. J. Moore, Ed. New York: Academic, 1986, pp. 123-177.
40. Normal Equal-Loudness Level Contours, ISO Standard 226.
41. J. O. Pickles, An Introduction to the Physiology of Hearing, 2nd ed. New York: Academic, 1988.
42. J. C. R. Licklider, "A duplex theory of pitch perception," Experientia, vol. 7, no. 4, pp. 128-134, 1951.
43. J. C. R. Licklider, "Three auditory theories," in Psychology: A Study of a Science, S. Koch, Ed. New York: McGraw-Hill, 1959, pp. 41-144.
44. E. C. Cherry, "Two ears - But one world," in Sensory Communication, W. A. Rosenblith, Ed. Cambridge, MA: MIT Press, 1961, pp. 99-117.
45. P. F. Assmann, "Modeling the perception of concurrent vowels: Role of formant transitions," J. Acoust. Soc. Amer., vol. 100, no. 2, pp. 1141-1152, 1996.
46. C. J. Darwin, R. W. Hukin, and B. Y. Al-Khatib, "Grouping in pitch perception: Evidence for sequential constraints," J. Acoust. Soc. Amer., vol. 98, no. 2, pp. 880-885, 1995.
47. D. L. Wang and G. J. Brown, "Separation of speech from interfering sounds based on oscillatory correlation," IEEE Trans. Neural Networks, vol. 10, pp. 684-697, May 1999.
48. M. P. Cooke, Modeling Auditory Processing and Organization. Cambridge, U.K.: Cambridge Univ. Press, 1993.
49. B. van der Pol, "On relaxation oscillations," Philos. Mag., vol. 2, no. 11, pp. 978-992, 1926.
50. A. L. Hodgkin and A. F. Huxley, "A quantitative description of membrane current and its application to conduction and excitation in the nerve," J. Physiol, vol. 117, pp. 500-544, 1952.
51. R. FitzHugh, "Impulses and physiological states in models of nerve membrane," Biophys. J., vol. 1, pp. 445-466, 1961.
52. J. Nagumo, S. Arimoto, and S. Yoshizawa, "An active pulse transmission line simulating nerve axon," Proc. IEEE, vol. 50, pp. 2061-2070, 1962.
53. C. J. Darwin and V. Ciocca, "Grouping in pitch perception: Effects of onset asynchrony and ear of presentation of a mistuned component," J. Acoust. Soc. Amer., vol. 91, no. 6, pp. 3381-3390, 1992.
54. D. L. Wang, "Primitive auditory segregation based on oscillatory correlation," Cogn. Sci., vol. 20, pp. 409-456, 1996.