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Volumn 16, Issue 9, 1994, Pages 933-945

Learning Compatibility Coefficients for Relaxation Labeling Processes

Author keywords

Compatibility coefficients; constraint satisfaction; gradient projection; learning; neural networks; nonlinear programming; part of speech disambiguation; relaxation labeling

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; IMAGE PROCESSING; LEARNING SYSTEMS; NEURAL NETWORKS; NONLINEAR PROGRAMMING; OPTIMIZATION; PARALLEL PROCESSING SYSTEMS; PATTERN RECOGNITION; PERFORMANCE;

EID: 0028499183     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.310691     Document Type: Article
Times cited : (63)

References (69)
  • 2
    • 0000410742 scopus 로고
    • Reduction operations for constraint satisfaction
    • R. M. Haralick, L. S. Davis, A. Rosenfeld, and D. L. Milgram, “Reduction operations for constraint satisfaction,” Inform. Sci., vol. 14, pp. 199–219, 1978.
    • (1978) form. Sci. , vol.14 , pp. 199-219
    • Haralick, R.M.1    Davis, L.S.2    Rosenfeld, A.3    Milgram, D.L.4
  • 4
    • 0018542506 scopus 로고
    • Breaking substitution ciphers using a relaxation algorithm
    • S. Peleg and A. Rosenfeld, “Breaking substitution ciphers using a relaxation algorithm,” Commun. ACM, vol. 22, no. 11, pp. 598–605, 1979.
    • (1979) Commun. ACM , vol.22 , Issue.11 , pp. 598-605
    • Peleg, S.1    Rosenfeld, A.2
  • 5
    • 0018492047 scopus 로고
    • Ambiguity reduction in handwriting with ambiguous segmentation and uncertain interpretation
    • S. Pclcg, “Ambiguity reduction in handwriting with ambiguous segmentation and uncertain interpretation,” Comput, Graph. Image Processing. vol. 10, pp. 235–245, 1979.
    • (1979) Comput, Graph. Image Processing , vol.10 , pp. 235-245
    • Pclcg, S.1
  • 6
    • 0018995656 scopus 로고
    • Some relaxation experiments using triples of pixels
    • J. O. Eklundh and A. Rosenfeld, “Some relaxation experiments using triples of pixels,” IEEE Trans. Syst., Man, Cyhern., vol. SMC-10, no. 3, pp. 150–153, 1980.
    • (1980) IEEE Trans. Syst., Man, Cyhern. , vol.SMC-10 , Issue.3 , pp. 150-153
    • Eklundh, J.O.1    Rosenfeld, A.2
  • 7
    • 0020750605 scopus 로고
    • On the foundations of relaxation labeling processes
    • R. A. Hummel and S. W. Zucker, “On the foundations of relaxation labeling processes.” IEEE Trans. Pattern Anal. Machine linell., vol. PAMI-5, no. 3, pp. 267–287, 1983.
    • (1983) IEEE Trans. Pattern Anal. Machine linell , vol.PAMI-5 , Issue.3 , pp. 267-287
    • Hummel, R.A.1    Zucker, S.W.2
  • 8
    • 0019596391 scopus 로고
    • Improving consistency and reducing ambiguity in stochastic labeling: An optimization approach
    • O. D. Faugeras and M. Berthod, “Improving consistency and reducing ambiguity in stochastic labeling: An optimization approach,” IEEE Trans. Pattern Anal. Machine Intell. vol. PAMI-3, no. 4, pp. 412–424, 1981.
    • (1981) IEEE Trans. Pattern Anal. Machine Intell , vol.PAMI-3 , Issue.4 , pp. 412-424
    • Faugeras, O.D.1    Berthod, M.2
  • 9
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • J. J. Hopfield, “Neural networks and physical systems with emergent collective computational abilities,” Proc. Nat. Acad. Sci. USA, vol. 79, pp. 2554 2558, 1982.
    • (1982) Proc. Nat. Acad. Sci. USA , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 10
    • 0004469897 scopus 로고
    • Neurons with graded response have collective computational properties like those of two-state neurons
    • “Neurons with graded response have collective computational properties like those of two-state neurons,” Proc. Nat. Acad. Sci. USA, vol. 81, pp. 3088–3092, 1984.
    • (1984) Proc. Nat. Acad. Sci. USA , vol.81 , pp. 3088-3092
  • 11
    • 0020920305 scopus 로고
    • Massively parallel architectures for Al: NETL, Thistle, and Boltzmann machines
    • Washington, DC
    • S. E. Fahlmari, G. E. Hinton, and T. J. Sejnowski, “Massively parallel architectures for Al: NETL, Thistle, and Boltzmann machines,” in Proc. Nat. Conf. Artificial Intell. (AAAI-83). Washington, DC, 1983, pp. 109–113.
    • (1983) Proc. Nat. Conf. Artificial Intell. (AAAI-83) , pp. 109-113
    • Fahlmari, S.E.1    Hinton, G.E.2    Sejnowski, T.J.3
  • 12
    • 0023823130 scopus 로고
    • A parallel architecture for relaxation operations
    • M. Kamada, K. Toraichi, R. Mori, K. Yamamoto, and H. Yamada, “A parallel architecture for relaxation operations,” Pattern Recognit., vol. 21, no. 2, pp. 175–181, 1988.
    • (1988) Pattern Recognit. , vol.21 , Issue.2 , pp. 175-181
    • Kamada, M.1    Toraichi, K.2    Mori, R.3    Yamamoto, K.4    Yamada, H.5
  • 13
    • 0025583577 scopus 로고
    • A parallel architecture for probabilistic relaxation operations on images
    • Z. Chen, S. Lin, and Y. Chen, “A parallel architecture for probabilistic relaxation operations on images,” Pattern Recognit., vol. 23, no. 6, pp. 637–645, 1990.
    • (1990) Pattern Recognit , vol.23 , Issue.6 , pp. 637-645
    • Chen, Z.1    Lin, S.2    Chen, Y.3
  • 14
    • 0019221294 scopus 로고
    • Compatibilities and the fixed points of arithmetic relaxation processes
    • R. M. Haralick, J. L. Mohammed, and S. W. Zucker, “Compatibilities and the fixed points of arithmetic relaxation processes,” Comput. Graph. Image Processing, vol. 13, pp. 242–256, 1980.
    • (1980) Comput. Graph. Image Processing , vol.13 , pp. 242-256
    • Haralick, R.M.1    Mohammed, J.L.2    Zucker, S.W.3
  • 15
    • 0020779271 scopus 로고
    • Analysis of relaxation processes: The two-node node two-label case
    • D. P. O'Leary and S. Peleg, “Analysis of relaxation processes: The two-node node two-label case,” IEEE Trans. Syst., Man, Cyhern., vol. SMC-13, no. 4, pp. 618–623, 1983.
    • (1983) IEEE Trans. Syst., Man, Cyhern. , vol.SMC-13 , Issue.4 , pp. 618-623
    • O'Leary, D.P.1    Peleg, S.2
  • 16
    • 0018200303 scopus 로고
    • Determining compatibility coefficients for curve enhancement relaxation processes
    • S. Peleg and A. Rosenfeld, “Determining compatibility coefficients for curve enhancement relaxation processes,” IEEE Trans. Syst., Man, Cyhern., vol. SMC-8, no. 7, pp. 548–555, 1978.
    • (1978) IEEE Trans. Syst., Man, Cyhern. , vol.SMC-8 , Issue.7 , pp. 548-555
    • Peleg, S.1    Rosenfeld, A.2
  • 17
    • 0018654748 scopus 로고
    • A method of deriving compatibility coefficients for relaxation operators
    • H. Yamamoto, “A method of deriving compatibility coefficients for relaxation operators,” Comput. Graph. Image Processing, vol. 10, pp. 256–271, 1979.
    • (1979) Comput. Graph. Image Processing , vol.10 , pp. 256-271
    • Yamamoto, H.1
  • 18
    • 0019035608 scopus 로고
    • A new probabilistic relaxation scheme
    • S. Peleg, “A new probabilistic relaxation scheme,” IEEE Trans. Pattern Anal. Machine Intell. vol. PAMI-2, no. 4, pp. 362–369, 1980.
    • (1980) IEEE Trans. Pattern Anal. Machine Intell , vol.PAMI-2 , Issue.4 , pp. 362-369
    • Peleg, S.1
  • 19
    • 0019597414 scopus 로고
    • Cooperating processes for low-level vision: A survey
    • L. S. Davis and A. Rosenfeld, “Cooperating processes for low-level vision: A survey,” Artificial Intell., vol. 17, pp. 245–263, 1981.
    • (1981) Artificial Intell , vol.17 , pp. 245-263
    • Davis, L.S.1    Rosenfeld, A.2
  • 20
    • 0022957215 scopus 로고
    • Compatibility and support functions in probabilistic relaxation
    • Paris, France
    • J. Kittler, “Compatibility and support functions in probabilistic relaxation, in Proc. 8th Int. Conf. Pattern Recognit., Paris, France, 1986, pp. 186–189.
    • (1986) Proc. 8th Int. Conf. Pattern Recognit , pp. 186-189
    • Kittler, J.1
  • 21
    • 0020940056 scopus 로고
    • A design method for relaxation labeling applications
    • Washington, DC
    • R. A. Hummel, “A design method for relaxation labeling applications,” in Proc. Nat. Conf. Artificial Intell. (44AI-83), Washington, DC, 1983, PP. 168-171.
    • (1983) Proc. Nat. Conf. Artificial Intell. (44AI-83) , pp. 168-171
    • Hummel, R.A.1
  • 22
    • 0017480534 scopus 로고
    • An application of relaxation labeling to line and curve enhancement
    • S. W. Zucker, R. A. Hummel, and A. Rosenfeld, “An application of relaxation labeling to line and curve enhancement,” IEEE Trans. Comput., vol. C-26, no. 4, pp. 394–403, 1977.
    • (1977) IEEE Trans. Comput , vol.C-26 , Issue.4 , pp. 394-403
    • Zucker, S.W.1    Hummel, R.A.2    Rosenfeld, A.3
  • 23
    • 0017547859 scopus 로고
    • Curve segmentation by relaxation labeling
    • L. S. Davis and A. Rosenfeld, “Curve segmentation by relaxation labeling,” IEEE Trans. Comput., vol. C-26, no. 10, pp. 1053–1057, 1977.
    • (1977) IEEE Trans. Comput. , vol.C-26 , Issue.10 , pp. 1053-1057
    • Davis, L.S.1    Rosenfeld, A.2
  • 24
    • 0000788854 scopus 로고
    • The gradient projection method for nonlinear programming-Part Linear constraints
    • J. B. Rosen, “The gradient projection method for nonlinear programming-Part Linear constraints,” J. Soc. Indust. Appl. Math., vol. 8, no. 1, pp. 181-217, 1960.
    • (1960) J. Soc. Indust. Appl. Math. , vol.8 , Issue.1 , pp. 181-217
    • Rosen, J.B.1
  • 26
    • 0020750080 scopus 로고
    • An optimization approach to relaxation labeling algorithms
    • S. A. Lloyd, “An optimization approach to relaxation labeling algorithms, Image Vision Comput., vol. 1, no. 2, pp. 85–91, 1983.
    • (1983) Image Vision Comput. , vol.1 , Issue.2 , pp. 85-91
    • Lloyd, S.A.1
  • 27
    • 0001536505 scopus 로고
    • Optimization algorithms in probabilistic relaxation labeling
    • P. A. Devijver and J. Kittler, Eds. Berlin: Springer
    • J. Illingworth and J. Kittler, “Optimization algorithms in probabilistic relaxation labeling,” in Pattern Recognition Theory and Applications, P. A. Devijver and J. Kittler, Eds. Berlin: Springer, 1987, pp. 109–117.
    • (1987) Pattern Recognition Theory and Applications , pp. 109-117
    • Illingworth, J.1    Kittler, J.2
  • 28
    • 0020719320 scopus 로고
    • A maximum-likelihood approach to continuous speech recognition
    • L. R. Bahl, F. Jelinek, and R. L. Mercer, “A maximum-likelihood approach to continuous speech recognition,” IEEE Trans. Pattern Anal. Machine Intell. vol. PAMI-5, no. 2, pp. 179–190, 1983.
    • (1983) IEEE Trans. Pattern Anal. Machine Intell , vol.PAMI-5 , Issue.2 , pp. 179-190
    • Bahl, L.R.1    Jelinek, F.2    Mercer, R.L.3
  • 30
    • 0022152801 scopus 로고
    • Relaxation labeling algorithms-A review
    • J. Kittler and J. Illingworth, “Relaxation labeling algorithms-A review,” Image Vision Comput., vol. 3, no. 4, pp. 206–216, 1985.
    • (1985) Image Vision Comput. , vol.3 , Issue.4 , pp. 206-216
    • Kittler, J.1    Illingworth, J.2
  • 31
    • 0024900248 scopus 로고
    • A simplex-like algorithm for the relaxation labeling process
    • X. Zhuang, R. M. Haralick, and H. Joo, “A simplex-like algorithm for the relaxation labeling process,” IEEE Trans. Pattern Anal. Machine Intell. vol. 11, no, 12, pp. 1316–1321, 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , Issue.2 , pp. 1316-1321
    • Zhuang, X.1    Haralick, R.M.2    Joo, H.3
  • 32
    • 0019544651 scopus 로고
    • Continuous relaxation and local maxima selection: Conditions for equivalence
    • S. W. Zucker, Y. G. Leclerc, and J. L. Mohammed, “Continuous relaxation and local maxima selection: Conditions for equivalence,” IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-3, no. 3, pp. 117–127, 1981.
    • (1981) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-3 , Issue.3 , pp. 117-127
    • Zucker, S.W.1    Leclerc, Y.G.2    Mohammed, J.L.3
  • 34
    • 0000999440 scopus 로고
    • Learning and relearning in Boltzmann machines
    • Foundations, D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press
    • G. E. Hinton and T. J. Sejnowski, “Learning and relearning in Boltzmann machines,” in Parallel Distributed Processing, Vol. 1: Foundations, D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press, 1986, pp. 283–317.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 283-317
    • Hinton, G.E.1    Sejnowski, T.J.2
  • 35
    • 0001336749 scopus 로고
    • Accelerated learning in layered neural networks
    • S. A. Solla, E. Levin, and M. Fleisher, “Accelerated learning in layered neural networks,” Complex Syst., vol. 2. pp. 625–640, 1988.
    • (1988) Complex Syst. , vol.2 , pp. 625-640
    • Solla, S.A.1    Levin, E.2    Fleisher, M.3
  • 36
    • 0025952277 scopus 로고
    • Divergence measures based on the Shannon entropy
    • J. Lin, “Divergence measures based on the Shannon entropy,” IEEE Trans. Inform. Theory, vol. IT-37, no. 1, pp. 145–151, 1991.
    • (1991) IEEE Trans. Inform. Theory , vol.IT-37 , Issue.1 , pp. 145-151
    • Lin, J.1
  • 37
    • 84943735072 scopus 로고
    • An optimization algorithm for determining the compatibility coefficients of relaxation labeling processes
    • The Hague, The Netherlands
    • M. Pelillo and M. Refice, “An optimization algorithm for determining the compatibility coefficients of relaxation labeling processes,” in Proc. 11th Int. Conf. Pattern Recognit., The Hague, The Netherlands, 1992, pp. 145–148.
    • (1992) Proc. 11th Int. Conf. Pattern Recognit , pp. 145-148
    • Pelillo, M.1    Refice, M.2
  • 38
    • 84943730570 scopus 로고
    • Learning compatibility coefficients for word-class disambiguation relaxation processes
    • Banff, Canada
    • “Learning compatibility coefficients for word-class disambiguation relaxation processes,” in Proc. Int. Conf Spoken Language Processing, Banff, Canada, 1992, pp. 389–392.
    • (1992) Proc. Int. Conf Spoken Language Processing , pp. 389-392
  • 40
    • 0024714801 scopus 로고
    • Radial projection: An efficient update rule for relaxation labeling
    • P. Parent and S. W. Zucker, “Radial projection: An efficient update rule for relaxation labeling,” IEEE Trans. Pattern Anal. Machine Intell., vol. 11, no. 8, pp. 886–889, 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , Issue.8 , pp. 886-889
    • Parent, P.1    Zucker, S.W.2
  • 41
    • 0021835689 scopus 로고
    • Neural computation of decisions in optimization problems
    • J. J. Hopfield and D. W. Tank, “Neural computation of decisions in optimization problems,” Biol. Cybern., vol. 52, pp. 141–152, 1985.
    • (1985) Biol. Cybern. , vol.52 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.W.2
  • 42
    • 0023673835 scopus 로고
    • On the stability of the traveling salesman problem algorithm of Hoptield and Tank
    • G. V. Wilson and G. S. Pawley, “On the stability of the traveling salesman problem algorithm of Hoptield and Tank,” Biol. Cybern., vol. 58, pp. 63–70, 1988.
    • (1988) Biol. Cybern. , vol.58 , pp. 63-70
    • Wilson, G.V.1    Pawley, G.S.2
  • 43
    • 0024739277 scopus 로고
    • Sensitivity analysis in neural net solutions
    • G. W. Davis, “Sensitivity analysis in neural net solutions,” IEEE Trans. Syst., Man, Cybern., vol. SMC-19, no. 5, pp. 1078–1082, 1989.
    • (1989) IEEE Trans. Syst., Man, Cybern. , vol.SMC-19 , Issue.5 , pp. 1078-1082
    • Davis, G.W.1
  • 44
    • 0020330536 scopus 로고
    • Some properties of stochastic labeling procedures
    • T. Elfving and J. O. Eklundh, “Some properties of stochastic labeling procedures,” Comput. Graph. Image Processing, vol. 20, pp. 158–170, 1982.
    • (1982) Comput. Graph. Image Processing , vol.20 , pp. 158-170
    • Elfving, T.1    Eklundh, J.O.2
  • 45
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • Foundations, D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press
    • D. E. Rumelhart, G. E. Hinton, and R. J. Williams, “Learning internal representations by error propagation,” in Parallel Distributed Processing, Vol. 1: Foundations, D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press, 1986, pp. 318–362.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 318-362
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 46
    • 0000442791 scopus 로고
    • Generalization of back-propagation to recurrent neural networks
    • F. J. Pineda, “Generalization of back-propagation to recurrent neural networks,” Phys. Rev. Lett., vol. 59, no. 19, pp. 2229–2232, 1987.
    • (1987) Phys. Rev. Lett. , vol.59 , Issue.19 , pp. 2229-2232
    • Pineda, F.J.1
  • 47
    • 0023563286 scopus 로고
    • A learning rule for asynchronous perceptrons with feedback in a combinatorial environment
    • San Diego, CA
    • L. B. Almeida, “A learning rule for asynchronous perceptrons with feedback in a combinatorial environment,” in Proc. Int. Conf. Neural Networks, San Diego, CA, 1987, pp. 609–618.
    • (1987) Proc. Int. Conf. Neural Networks , pp. 609-618
    • Almeida, L.B.1
  • 48
    • 0023586795 scopus 로고
    • Training time-dependence in neural networks
    • San Diego, CA
    • R. Rohwer and B. Forrest, “Training time-dependence in neural networks,” in Proc. Int. Conf. Neural Networks, San Diego, CA, 1987, pp. 701–708.
    • (1987) Proc. Int. Conf. Neural Networks , pp. 701-708
    • Rohwer, R.1    Forrest, B.2
  • 49
    • 0001202594 scopus 로고
    • A learning algorithm for continually running fully recurrent neural networks
    • R. J. Williams and D. Zipser, “A learning algorithm for continually running fully recurrent neural networks,” Neural Computat., vol. 1, pp. 270–280, 1989.
    • (1989) Neural Computat. , vol.1 , pp. 270-280
    • Williams, R.J.1    Zipser, D.2
  • 50
    • 0024648432 scopus 로고
    • Relaxation and neural learning: Points of convergence and divergence
    • C. Torras, “Relaxation and neural learning: Points of convergence and divergence,” J. Parallel Distrib. Comput., vol. 6, pp. 217–244, 1989.
    • (1989) J. Parallel Distrib. Comput. , vol.6 , pp. 217-244
    • Torras, C.1
  • 51
    • 0026817798 scopus 로고
    • Relaxation by the Hopfield neural network
    • S. S. Yu and W. H. Tsai, “Relaxation by the Hopfield neural network,” Pattern Recognit., vol. 25, no. 2, pp. 197–209, 1992.
    • (1992) Pattern Recognit , vol.25 , Issue.2 , pp. 197-209
    • Yu, S.S.1    Tsai, W.H.2
  • 52
    • 0022808787 scopus 로고
    • Natural language modeling for phoneme-to-text transcription
    • A. M. Derouault and B. Mérialdo, “Natural language modeling for phoneme-to-text transcription,” IEEE Trans. Pattern Anal. Machine Intell. vol. PAMI-8, no. 6, pp. 742–749, 1986.
    • (1986) IEEE Trans. Pattern Anal. Machine Intell. , vol.PAMI-8 , Issue.6 , pp. 742-749
    • Derouault, A.M.1    Mérialdo, B.2
  • 53
    • 0024925138 scopus 로고
    • A stochastic parts program and noun phrase parser for unrestricted text
    • Glasgow, Scotland
    • K. W. Church, “A stochastic parts program and noun phrase parser for unrestricted text,” in Proc. Int. Conf. Acoust., Speech, Signal Processing, Glasgow, Scotland, 1989, pp. 695–698.
    • (1989) Proc. Int. Conf. Acoust., Speech, Signal Processing , pp. 695-698
    • Church, K.W.1
  • 54
    • 84943735054 scopus 로고
    • Probabilistic prediction of parts-of-speech of-speech from word spelling using decision trees
    • Banff, Canada
    • M. Pelillo, F. Moro, and M. Refice, “Probabilistic prediction of parts-of-speech of-speech from word spelling using decision trees,” in Proc. Int. Conf. Spoken Language Processing, Banff, Canada, 1992, pp. 1343–1346.
    • (1992) Proc. Int. Conf. Spoken Language Processing , pp. 1343
    • Pelillo, M.1    Moro, F.2    Refice, M.3
  • 55
    • 84921167595 scopus 로고
    • Syntactic category disambiguation through relaxation processes
    • Genova, Italy
    • M. Pelillo and M. Refice, “Syntactic category disambiguation through relaxation processes,” in Proc. EUROSPEECH 91, Genova, Italy, 1991, pp. 757–760.
    • (1991) Proc. EUROSPEECH 91 , pp. 757-760
    • Pelillo, M.1    Refice, M.2
  • 56
    • 85135063699 scopus 로고
    • The linguistic processor in a multi-lingual text-to-speech and speech-to-text conversion system
    • Edimburgh, Scotland
    • L. Boves and M. Refice, “The linguistic processor in a multi-lingual text-to-speech and speech-to-text conversion system,” in Proc. Europ. Conf. Speech Technol., Edimburgh, Scotland, 1987, pp. 385–401.
    • (1987) Proc. Europ. Conf. Speech Technol., Edimburgh , pp. 385-401
    • Boves, L.1    Refice, M.2
  • 57
    • 0023312404 scopus 로고
    • Estimation of probabilities from sparse data for the language model component of a speech recognizer
    • S. M. Katz, “Estimation of probabilities from sparse data for the language model component of a speech recognizer,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, no. 3, pp. 400–401, 1987.
    • (1987) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-35 , Issue.3 , pp. 400-401
    • Katz, S.M.1
  • 58
    • 0000803388 scopus 로고
    • The population frequencies of species and the estimation of population parameters
    • I. J. Good, “The population frequencies of species and the estimation of population parameters,” Biometrika, vol. 40, no. 3/4, pp. 237–264, 1953.
    • (1953) Biometrika , vol.40 , Issue.3-4 , pp. 237-264
    • Good, I.J.1
  • 59
    • 84943731607 scopus 로고
    • The population frequencies of species and the estimation of population parameters
    • M. J. J. Holt, “Comparison of generalization in multi-layer perceptrons with the log-likelihood and least-squares cost functions” in Proc. 11th Int. Conf. Pattern Recognit., The Hague, The Netherlands, 1992, pp. 17–20
    • (1992) Proc. 11th Int. Conf. Pattern Recognit , pp. 17-20
    • Holt, M.J.J.1
  • 60
    • 0038129698 scopus 로고
    • Syntatic category disambiguation with neural networks
    • J. Benello, A. W. Mackie, and J. A. Anderson, “Syntatic category disambiguation with neural networks,” Comput. Speech Language, vol. 3, pp. 203–217, 1989.
    • (1989) Comput. Speech Language , vol.3 , pp. 203-217
    • Benello, J.1    Mackie, A.W.2    Anderson, J.A.3
  • 61
    • 0024105881 scopus 로고
    • Image labeling: A neural network approach
    • T. A. Jamison and R. I. Schalkoff, “Image labeling: A neural network approach,” Image Vision Comput., vol. 6, no. 4, pp. 203–213, 1988.
    • (1988) Image Vision Comput. , vol.6 , Issue.4 , pp. 203-213
    • Jamison, T.A.1    Schalkoff, R.I.2
  • 62
    • 0000383868 scopus 로고
    • Parallel networks that learn to pronounce English text
    • T. J. Sejnowski and C. R. Rosenberg, “Parallel networks that learn to pronounce English text,” Complex Syst., vol. 1, pp. 145–168, 1987.
    • (1987) Complex Syst. , vol.1 , pp. 145-168
    • Sejnowski, T.J.1    Rosenberg, C.R.2
  • 65
    • 0021094272 scopus 로고
    • Parallel visual computation
    • D. H. Ballard, G. E. Hinton, and T. J. Sejnowski, “Parallel visual computation,” Nature, vol. 306, pp. 21–26, 1983.
    • (1983) Nature , vol.306 , pp. 21-26
    • Ballard, D.H.1    Hinton, G.E.2    Sejnowski, T.J.3
  • 66
    • 0020970734 scopus 로고
    • Cognitive and psychological computation with neural models
    • J. A. Anderson, “Cognitive and psychological computation with neural models,” IEEE Trans. Syst., Man, Cybern., vol. SMC-13, no. 5, pp. 799–815, 1983.
    • (1983) IEEE Trans. Syst., Man, Cybern. , vol.SMC-13 , Issue.5 , pp. 799-815
    • Anderson, J.A.1
  • 67
    • 0002432805 scopus 로고
    • Two stages of curve detection suggest two styles of visual computation
    • S. W. Zucker, A. Dobbins, and L. Iverson, “Two stages of curve detection suggest two styles of visual computation,” Neural Computat., vol. 1, pp. 68–81, 1989.
    • (1989) Neural Computat. , vol.1 , pp. 68-81
    • Zucker, S.W.1    Dobbins, A.2    Iverson, L.3
  • 68
    • 0005444166 scopus 로고
    • Learning algorithms and networks of neurons
    • R. Durbin, C. Miall, and G. Mitchinson, Eds. Reading, MA: Addison-Wesley
    • G. Mitchinson, “Learning algorithms and networks of neurons,” in The Computing Neuron, R. Durbin, C. Miall, and G. Mitchinson, Eds. Reading, MA: Addison-Wesley, 1989, pp. 35–53.
    • (1989) The Computing Neuron , pp. 35-53
    • Mitchinson, G.1
  • 69
    • 0024490816 scopus 로고
    • The recent excitement about neural networks
    • F. Crick, “The recent excitement about neural networks,” Nature. vol. 337, pp. 129–132, 1989.
    • (1989) Nature , vol.337 , pp. 129-132
    • Crick, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.