Sparse codes of harmonic natural sounds and their modulatory interactions

Network: Computation in Neural Systems

Volumn 20, Issue 4, 2009, Pages 253-267

  Terashima, Hiroki ^a   Hosoya, Haruo ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

Auditory cortex; Auditory system; Harmony; Sparse coding

Indexed keywords

ACOUSTICS; ACTION POTENTIAL; ANIMAL; ARTICLE; AUDITORY CORTEX; AUDITORY NERVOUS SYSTEM; BIOLOGICAL MODEL; ELECTROPHYSIOLOGY; EVOKED AUDITORY RESPONSE; HAPLORHINI; HEARING; HUMAN; NERVE CELL; ORIENTATION; PERCEPTION; PHYSIOLOGY; SIGNAL PROCESSING; SOUND; SOUND DETECTION; SPEECH; SPEECH PERCEPTION; VOCALIZATION;

ACOUSTICS; ACTION POTENTIALS; ANIMALS; AUDITORY CORTEX; AUDITORY PATHWAYS; AUDITORY PERCEPTION; ELECTROPHYSIOLOGY; EVOKED POTENTIALS, AUDITORY; HAPLORHINI; HUMANS; MODELS, NEUROLOGICAL; NEURONS; ORIENTATION; PERCEPTUAL MASKING; PITCH PERCEPTION; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOUND; SOUND LOCALIZATION; SOUND SPECTROGRAPHY; SPEECH ACOUSTICS; SPEECH PERCEPTION; VOCALIZATION, ANIMAL;

EID: 70450228345     PISSN: 0954898X     EISSN: 13616536     Source Type: Journal    
DOI: 10.3109/09548980903447751     Document Type: Article

References (21)

1. Fastl H, Stoll G. 1979. Scaling of pitch strength. Hearing Research 1(4):293-301.
2. Hubel DH, Wiesel TN. 1968. Receptive fields and functional architecture of monkey striate cortex. The Journal of Physiology 195(1):215-243.
3. International Phonetic Association. 1999. Handbook of the International Phonetic Association: A Guide to the Use of the International Phonetic Alphabet. Cambridge: Cambridge University Press.
4. Kadia SC, Wang X. 2003. Spectral Integration in A1 of Awake Primates: Neurons With Single- and Multipeaked Tuning Characteristics. Journal of Neurophysiology 89(3):1603-1622.
5. Klein DJ, Konig P, Kording KP. 2003. Sparse spectrotemporal coding of sounds. EURASIP Journal on Applied Signal Processing 7:659-667.
6. Lewicki MS. 2002. Efficient coding of natural sounds. Nature Neuroscience 5(4):356-363.
7. Luethke LE, Krubitzer LA, Kaas JH. 1989. Connections of primary auditory cortex in the New World monkey, Saguinus. The Journal of Comparative Neurology 285(4):487-513.
8. Maeda S, Song WJ, Ishii S. 2005. Nonlinear and noisy extension of independent component analysis: Theory and its application to a pitch sensation model. Neural Computation 17(1):115-144.
9. Matsubara JA, Phillips DP. 1988. Intracortical connections and their physiological correlates in the primary auditory cortex (AI) of the cat. Journal of Comparative Neurology 268(1):38-48.
10. Olshausen BA. 2003. Learning sparse, overcomplete representations of time-varying natural images. International Conference held at the Catalonia Palace of Congresses, Vol.1. 2003 Sep 14-18; IEEE.
11. Olshausen BA, Field DJ. 1996. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381(6583):607-609.
12. Olshausen BA, Field DJ. 1997. Sparse coding with an overcomplete basis set: A strategy employed by V1? Vision Research 37(23):3311-3325.
13. Olshausen BA, Field DJ. 2004. Sparse coding of sensory inputs. Current Opinion in Neurobiology 14(4):481-487.
14. RWCP Sound Scene Database in Real Acoustic Environment [Internet]. Real Acoustic Environments Working Group, Real World Computing Partnership 2000 - [cited 2009 Jul 17]. Available from http://tosa.mri.co.jp/sounddb/indexe.htm.
15. Reale RA, Brugge JF, Feng JZ. 1983. Geometry and orientation of neuronal processes in cat primary auditory cortex (AI) related to characteristic- frequency maps. Proceedings of the National Academy of Sciences 80(17):5449-5453.
16. Schreiner CE, Read HL, Sutter ML. 2000. Modular organization of frequency integration in primary auditory cortex. Annual Review of Neuroscience 23(1):501-529.
17. Shamma S. 2001. On the role of space and time in auditory processing. Trends in Cognitive Sciences 5(8):340-348.
18. Simoncelli EP, Olshausen BA. 2001. Natural Image Statistics and Neural Representation. Annual Review of Neuroscience 24:1193-1216
19. Smith EC, Lewicki MS. 2006. Efficient auditory coding. Nature 439(7079):978-982.
20. Sutter ML, Schreiner CE. 1991. Physiology and topography of neurons with multipeaked tuning curves in cat primary auditory cortex. Journal of Neurophysiology 65(5):1207-1226.
21. JTransforms [Internet]. Wendykier P. 2007 - [cited 2009 Jul 17]. Available from: http://sourceforge.net/projects/jtransforms/