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Volumn 11, Issue 3, 1998, Pages 435-439

The Gabor function extracts the maximum information from input local signals

Author keywords

Gabor function; Infomax; Information; Receptive field; Simple cell; Uncertainty relation

Indexed keywords

COMPUTER SIMULATION; FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; FUNCTIONS; INFORMATION THEORY; MATHEMATICAL MODELS;

EID: 0032052510     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(98)00008-2     Document Type: Article
Times cited : (21)

References (15)
  • 1
    • 0001856651 scopus 로고
    • Could information theory provide an ecological theory of sensory processing?
    • Bialek, W. (Ed.). World Scientific, Singapore
    • Atick, J., 1992. Could information theory provide an ecological theory of sensory processing? In: Bialek, W. (Ed.), Princeton Lectures on Biophysics. World Scientific, Singapore, pp. 223-290.
    • (1992) Princeton Lectures on Biophysics , pp. 223-290
    • Atick, J.1
  • 2
    • 0004865541 scopus 로고
    • Optimal signal processing in the nervous system
    • Bialek, W. (Ed.). World Scientific, Singapore
    • Bialek, W., 1992. Optimal signal processing in the nervous system. In: Bialek, W. (Ed.), Princeton Lectures on Biophysics. World Scientific, Singapore, pp. 321-401.
    • (1992) Princeton Lectures on Biophysics , pp. 321-401
    • Bialek, W.1
  • 3
    • 0018925643 scopus 로고
    • Two-dimensional spectral analysis of cortical receptive field profiles
    • Daugman J.G. Two-dimensional spectral analysis of cortical receptive field profiles. Vision Research. 10:1980;847-856.
    • (1980) Vision Research , vol.10 , pp. 847-856
    • Daugman, J.G.1
  • 4
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • Daugman J.G. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. Journal of the Optical Society of America. A2:1985;1160-1169.
    • (1985) Journal of the Optical Society of America , vol.A2 , pp. 1160-1169
    • Daugman, J.G.1
  • 5
    • 0024053929 scopus 로고
    • Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression
    • Daugman J.G. Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression. IEEE Transactions on Acoustics Speech, and Signal Processing. 36:1988;1169-1179.
    • (1988) IEEE Transactions on Acoustics Speech, and Signal Processing , vol.36 , pp. 1169-1179
    • Daugman, J.G.1
  • 6
    • 0000293183 scopus 로고
    • Theory of communication
    • Gabor D. Theory of communication. J. Inst. Elec. Eng. 93:1946;429-457.
    • (1946) J. Inst. Elec. Eng. , vol.93 , pp. 429-457
    • Gabor, D.1
  • 8
    • 0023981750 scopus 로고
    • Self-organization in a perceptual network
    • Linsker R. Self-organization in a perceptual network. Computer. 21(3):1988;105-117.
    • (1988) Computer , vol.21 , Issue.3 , pp. 105-117
    • Linsker, R.1
  • 9
    • 0000969444 scopus 로고
    • Deriving receptive fields using an optimal encoding criterion
    • Hanson, S.J., Cowan, J.D., Giles, C.L. (Eds.). Morgan Kaufmann, San Mateo, CA
    • Linsker, R., 1993. Deriving receptive fields using an optimal encoding criterion. In: Hanson, S.J., Cowan, J.D., Giles, C.L. (Eds.), Advances in Neural Information Processing Systems, vol. 5. Morgan Kaufmann, San Mateo, CA, pp. 953-960.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 953-960
    • Linsker, R.1
  • 10
    • 0019083307 scopus 로고
    • Mathematical description of the responses of simple cortical cells
    • Marcelja S. Mathematical description of the responses of simple cortical cells. Journal of the Optical Society of America. 70:1980;1297-1300.
    • (1980) Journal of the Optical Society of America , vol.70 , pp. 1297-1300
    • Marcelja, S.1
  • 11
    • 0038929349 scopus 로고
    • The Gabor-type receptive field of a visual cortical neuron extracts the maximum information from input local images
    • Okinawa, Japan
    • Okajima, K., 1995. The Gabor-type receptive field of a visual cortical neuron extracts the maximum information from input local images. Extended Abstracts of the International Conference on BMED, Okinawa, Japan, pp. 290-293.
    • (1995) Extended Abstracts of the International Conference on BMED , pp. 290-293
    • Okajima, K.1
  • 12
  • 13
    • 0032052970 scopus 로고    scopus 로고
    • Two-dimensional Gabor-type RF as derived by the mutual-information maximization
    • Okajima K. Two-dimensional Gabor-type RF as derived by the mutual-information maximization. Neural Networks. 11:1997;441-447.
    • (1997) Neural Networks , vol.11 , pp. 441-447
    • Okajima, K.1
  • 14
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen B.A., Field D.J. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature. 381:1996;607-609.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 15
    • 0005128890 scopus 로고
    • Experience-dependent self-organization of biological neural networks
    • Tanaka S. Experience-dependent self-organization of biological neural networks. NEC Research and Development. 98:1990;1-14.
    • (1990) NEC Research and Development , vol.98 , pp. 1-14
    • Tanaka, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.