메뉴 건너뛰기




Volumn 10, Issue 5, 2014, Pages

Slow Feature Analysis on Retinal Waves Leads to V1 Complex Cells

Author keywords

[No Author keywords available]

Indexed keywords

ALDEHYDES; CODES (SYMBOLS); CYTOLOGY; FUNCTIONS; MAMMALS; NEURONS; OPHTHALMOLOGY;

EID: 84901660868     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1003564     Document Type: Article
Times cited : (14)

References (68)
  • 3
    • 0000929221 scopus 로고
    • What is the goal of sensory coding?
    • Field DJ, (1994) What is the goal of sensory coding? Neural Computation 6: 559-601.
    • (1994) Neural Computation , vol.6 , pp. 559-601
    • Field, D.J.1
  • 5
    • 41149163635 scopus 로고    scopus 로고
    • Visual perception and the statistical properties of natural scenes
    • Geisler WS, (2008) Visual perception and the statistical properties of natural scenes. Annual Reviews of Psychology 59: 167-192.
    • (2008) Annual Reviews of Psychology , vol.59 , pp. 167-192
    • Geisler, W.S.1
  • 6
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen BA, Field DJ, (1996) Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381: 607-609.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 7
    • 0030832881 scopus 로고    scopus 로고
    • The independent components of natural scenes are edge filters
    • Bell AJ, Sejnowski TJ, (1997) The independent components of natural scenes are edge filters. Vision Research 37: 3327-3338.
    • (1997) Vision Research , vol.37 , pp. 3327-3338
    • Bell, A.J.1    Sejnowski, T.J.2
  • 8
    • 0036458394 scopus 로고    scopus 로고
    • Learning the invariance properties of complex cells from their responses to natural stimuli
    • Einhäuser W, Kayser C, König P, Körding KP, (2002) Learning the invariance properties of complex cells from their responses to natural stimuli. European Journal of Neuroscience 15: 475-486.
    • (2002) European Journal of Neuroscience , vol.15 , pp. 475-486
    • Einhäuser, W.1    Kayser, C.2    König, P.3    Körding, K.P.4
  • 9
    • 27244444336 scopus 로고    scopus 로고
    • Slow feature analysis yields a rich repertoire of complex cell properties
    • Berkes P, Wiskott L, (2005) Slow feature analysis yields a rich repertoire of complex cell properties. Journal of Vision 5: 579-602.
    • (2005) Journal of Vision , vol.5 , pp. 579-602
    • Berkes, P.1    Wiskott, L.2
  • 11
    • 78651126861 scopus 로고
    • Single-cell responses in striate cortex of kittens deprived of vision in one eye
    • Wiesel TN, Hubel DH, (1963) Single-cell responses in striate cortex of kittens deprived of vision in one eye. Journal of Neurophysiology 26: 1003-1017.
    • (1963) Journal of Neurophysiology , vol.26 , pp. 1003-1017
    • Wiesel, T.N.1    Hubel, D.H.2
  • 12
    • 0029915276 scopus 로고    scopus 로고
    • An adult-like pattern of ocular dominance columns in striate cortex of newborn monkeys prior to visual experience
    • Horton JC, Hocking DR, (1996) An adult-like pattern of ocular dominance columns in striate cortex of newborn monkeys prior to visual experience. The Journal of Neuroscience 16: 1791-1807.
    • (1996) The Journal of Neuroscience , vol.16 , pp. 1791-1807
    • Horton, J.C.1    Hocking, D.R.2
  • 13
    • 0027133497 scopus 로고
    • Development of orientation selectivity in ferret visual cortex and effects of deprivation
    • Chapman B, Stryker MP, (1993) Development of orientation selectivity in ferret visual cortex and effects of deprivation. The Journal of Neuroscience 13: 5251-5262.
    • (1993) The Journal of Neuroscience , vol.13 , pp. 5251-5262
    • Chapman, B.1    Stryker, M.P.2
  • 14
    • 0029837898 scopus 로고    scopus 로고
    • Development of orientation preference maps in ferret primary visual cortex
    • Chapman B, Stryker MP, Bonhoeffer T, (1996) Development of orientation preference maps in ferret primary visual cortex. Journal of Neuroscience 16: 6443-6453.
    • (1996) Journal of Neuroscience , vol.16 , pp. 6443-6453
    • Chapman, B.1    Stryker, M.P.2    Bonhoeffer, T.3
  • 15
    • 0032936399 scopus 로고    scopus 로고
    • Retinal waves and visual system development
    • Wong ROL, (1999) Retinal waves and visual system development. Annual Review of Neuroscience 22: 29-47.
    • (1999) Annual Review of Neuroscience , vol.22 , pp. 29-47
    • Wong, R.O.L.1
  • 16
    • 0031149692 scopus 로고    scopus 로고
    • Cortical development: A role for spontaneous activity?
    • Thompson I, (1997) Cortical development: A role for spontaneous activity? Current Biology 7: R324-R326.
    • (1997) Current Biology , vol.7
    • Thompson, I.1
  • 17
    • 16244385936 scopus 로고    scopus 로고
    • Retinal waves: mechanisms and function in visual system development
    • Firth SI, Wang CT, Feller MB, (2005) Retinal waves: mechanisms and function in visual system development. Cell Calcium 37: 425-432.
    • (2005) Cell Calcium , vol.37 , pp. 425-432
    • Firth, S.I.1    Wang, C.T.2    Feller, M.B.3
  • 18
    • 72849106974 scopus 로고    scopus 로고
    • Mechanisms underlying spontaneous patterned activity in developing neural circuits
    • Blankenship AG, Feller MB, (2009) Mechanisms underlying spontaneous patterned activity in developing neural circuits. Nature Reviews Neuroscience 11: 18-29.
    • (2009) Nature Reviews Neuroscience , vol.11 , pp. 18-29
    • Blankenship, A.G.1    Feller, M.B.2
  • 20
    • 0026533952 scopus 로고
    • Selection of intrinsic horizontal connections in the visual cortex by correlated neuronal activity
    • Lowel S, Singer W, (1992) Selection of intrinsic horizontal connections in the visual cortex by correlated neuronal activity. Science 255: 209-212.
    • (1992) Science , vol.255 , pp. 209-212
    • Lowel, S.1    Singer, W.2
  • 21
    • 16644366597 scopus 로고    scopus 로고
    • High frequency, synchronized bursting drives eyespecific segregation of retinogeniculate projections
    • Torborg CL, Hansen KA, Feller MB, (2004) High frequency, synchronized bursting drives eyespecific segregation of retinogeniculate projections. Nature Neuroscience 8: 72-78.
    • (2004) Nature Neuroscience , vol.8 , pp. 72-78
    • Torborg, C.L.1    Hansen, K.A.2    Feller, M.B.3
  • 22
    • 0030976082 scopus 로고    scopus 로고
    • Disruption of orientation tuning in visual cortex by arificially correlated neuronal activity
    • Weliky M, Katz LC, (1997) Disruption of orientation tuning in visual cortex by arificially correlated neuronal activity. Nature 386: 680-685.
    • (1997) Nature , vol.386 , pp. 680-685
    • Weliky, M.1    Katz, L.C.2
  • 23
    • 13344280995 scopus 로고
    • Visual development: From darkness into light
    • Thompson I, (1994) Visual development: From darkness into light. Current Biology 4: 458-461.
    • (1994) Current Biology , vol.4 , pp. 458-461
    • Thompson, I.1
  • 24
    • 0034920427 scopus 로고    scopus 로고
    • A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
    • Hyvärinen A, Hoyer PO, (2001) A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images. Vision Research 41: 2413-2423.
    • (2001) Vision Research , vol.41 , pp. 2413-2423
    • Hyvärinen, A.1    Hoyer, P.O.2
  • 25
    • 14544274150 scopus 로고    scopus 로고
    • Bilinear sparse coding for invariant vision
    • Grimes DB, Rao RP, (2005) Bilinear sparse coding for invariant vision. Neural Computation 17: 47-73.
    • (2005) Neural Computation , vol.17 , pp. 47-73
    • Grimes, D.B.1    Rao, R.P.2
  • 26
    • 0000188120 scopus 로고
    • Learning invariance from transformation sequences
    • Földiák P, (1991) Learning invariance from transformation sequences. Neural Computation 3: 194-200.
    • (1991) Neural Computation , vol.3 , pp. 194-200
    • Földiák, P.1
  • 27
    • 18244431804 scopus 로고    scopus 로고
    • How are complex cell properties adapted to the statistics of natural stimuli?
    • Körding KP, Kayser C, Einhauser W, König P, (2004) How are complex cell properties adapted to the statistics of natural stimuli? Journal of Neurophysiology 91: 206-212.
    • (2004) Journal of Neurophysiology , vol.91 , pp. 206-212
    • Körding, K.P.1    Kayser, C.2    Einhauser, W.3    König, P.4
  • 28
    • 33646748872 scopus 로고    scopus 로고
    • A model of the ventral visual system based on temporal stability and local memory
    • Wyss R, König P, Verschure PFMJ, (2006) A model of the ventral visual system based on temporal stability and local memory. PLoS Biology 4: e120+.
    • (2006) PLoS Biology , vol.4
    • Wyss, R.1    König, P.2    Verschure, P.F.M.J.3
  • 29
    • 34548412214 scopus 로고    scopus 로고
    • Slowness and sparseness lead to place, head-direction, and spatial-view cells
    • Franzius M, Sprekeler H, Wiskott L, (2007) Slowness and sparseness lead to place, head-direction, and spatial-view cells. PLoS Computational Biology 3: e166+.
    • (2007) PLoS Computational Biology , vol.3
    • Franzius, M.1    Sprekeler, H.2    Wiskott, L.3
  • 30
    • 77956408771 scopus 로고    scopus 로고
    • Involving motor capabilities in the formation of sensory space representations
    • Weiller D, Märtin R, Dähne S, Engel AK, König P, (2010) Involving motor capabilities in the formation of sensory space representations. PloS One 5: e10377.
    • (2010) PloS One , vol.5
    • Weiller, D.1    Märtin, R.2    Dähne, S.3    Engel, A.K.4    König, P.5
  • 31
    • 78049417739 scopus 로고    scopus 로고
    • Reinforcement learning on slow features of highdimensional input streams
    • Legenstein R, Wilbert N, Wiskott L, (2010) Reinforcement learning on slow features of highdimensional input streams. PLoS Computational Biology 6: e1000894.
    • (2010) PLoS Computational Biology , vol.6
    • Legenstein, R.1    Wilbert, N.2    Wiskott, L.3
  • 32
    • 80051593771 scopus 로고    scopus 로고
    • Invariant object recognition and pose estimation with slow feature analysis
    • Franzius M, Wilbert N, Wiskott L, (2011) Invariant object recognition and pose estimation with slow feature analysis. Neural Computation 23: 2289-2323.
    • (2011) Neural Computation , vol.23 , pp. 2289-2323
    • Franzius, M.1    Wilbert, N.2    Wiskott, L.3
  • 33
    • 0036546660 scopus 로고    scopus 로고
    • Slow feature analysis: Unsupervised learning of invariances
    • Wiskott L, Sejnowski TJ, (2002) Slow feature analysis: Unsupervised learning of invariances. Neural Computation 14: 715-770.
    • (2002) Neural Computation , vol.14 , pp. 715-770
    • Wiskott, L.1    Sejnowski, T.J.2
  • 35
    • 34247263840 scopus 로고    scopus 로고
    • Independent slow feature analysis and nonlinear blind source separation
    • Blaschke T, Zito T, Wiskott L, (2007) Independent slow feature analysis and nonlinear blind source separation. Neural Computation 19: 994-1021.
    • (2007) Neural Computation , vol.19 , pp. 994-1021
    • Blaschke, T.1    Zito, T.2    Wiskott, L.3
  • 36
    • 79959361258 scopus 로고    scopus 로고
    • Slow feature analysis - a tool for extraction of discriminating event-related potentials in brain-computer interfaces
    • Springer Berlin/Heidelberg, volume 6791 of Lecture Notes in Computer Science
    • Dähne S, Höhne J, Schreuder M, Tangermann M (2011) Slow feature analysis- a tool for extraction of discriminating event-related potentials in brain-computer interfaces. In: Artificial Neural Networks and Machine Learning- ICANN 2011, Springer Berlin/Heidelberg, volume 6791 of Lecture Notes in Computer Science. pp. 36-43.
    • (2011) Artificial Neural Networks and Machine Learning - ICANN 2011 , pp. 36-43
    • Dähne, S.1    Höhne, J.2    Schreuder, M.3    Tangermann, M.4
  • 37
    • 0041324871 scopus 로고    scopus 로고
    • Slow feature analysis: A theoretical analysis of optimal free responses
    • Wiskott L, (2003) Slow feature analysis: A theoretical analysis of optimal free responses. Neural Computation 15: 2147-2177.
    • (2003) Neural Computation , vol.15 , pp. 2147-2177
    • Wiskott, L.1
  • 38
    • 84901675592 scopus 로고    scopus 로고
    • Analytical derivation of complex cell properties from the slowness principle
    • Sprekeler H, Wiskott L (2006) Analytical derivation of complex cell properties from the slowness principle. In: Proceedings CNS 2006.
    • (2006) Proceedings CNS 2006
    • Sprekeler, H.1    Wiskott, L.2
  • 39
    • 33745930513 scopus 로고    scopus 로고
    • On the analysis and interpretation of inhomogeneous quadratic forms as receptive fields
    • Berkes P, Wiskott L, (2006) On the analysis and interpretation of inhomogeneous quadratic forms as receptive fields. Neural Computation 18: 1868-1895.
    • (2006) Neural Computation , vol.18 , pp. 1868-1895
    • Berkes, P.1    Wiskott, L.2
  • 40
    • 34347225577 scopus 로고    scopus 로고
    • Analysis and interpretation of quadratic models of receptive fields
    • Berkes P, Wiskott L, (2007) Analysis and interpretation of quadratic models of receptive fields. Nature Protocols 2: 400-407.
    • (2007) Nature Protocols , vol.2 , pp. 400-407
    • Berkes, P.1    Wiskott, L.2
  • 41
    • 78651470442 scopus 로고    scopus 로고
    • A theory of slow feature analysis for transformation-based input signals with an application to complex cells
    • Sprekeler H, Wiskott L, (2011) A theory of slow feature analysis for transformation-based input signals with an application to complex cells. Neural Computation 23: 303-335.
    • (2011) Neural Computation , vol.23 , pp. 303-335
    • Sprekeler, H.1    Wiskott, L.2
  • 43
    • 36949033855 scopus 로고    scopus 로고
    • Retinal wave behavior through activity-dependent refractory periods
    • Godfrey KB, Swindale NV, (2007) Retinal wave behavior through activity-dependent refractory periods. PLoS Computational Biology 3: e245+.
    • (2007) PLoS Computational Biology , vol.3
    • Godfrey, K.B.1    Swindale, N.V.2
  • 44
    • 84901675593 scopus 로고    scopus 로고
    • Correlated spontaneous activity persists in adult retina and is suppressed by inhibitory inputs
    • Toychiev AH, Yee CW, Sagdullaev BT, (2013) Correlated spontaneous activity persists in adult retina and is suppressed by inhibitory inputs. PLoS One 8: e77658.
    • (2013) PLoS One , vol.8
    • Toychiev, A.H.1    Yee, C.W.2    Sagdullaev, B.T.3
  • 45
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • Daugman JG, (1985) Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. Journal of the Optical Society of America 2: 1160-1169.
    • (1985) Journal of the Optical Society of America , vol.2 , pp. 1160-1169
    • Daugman, J.G.1
  • 46
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional gabor filter model of simple receptive fields in cat striate cortex
    • Jones JP, Palmer LA, (1987) An evaluation of the two-dimensional gabor filter model of simple receptive fields in cat striate cortex. Journal of Neurophysiology 58: 1233-1258.
    • (1987) Journal of Neurophysiology , vol.58 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 47
    • 0023604532 scopus 로고
    • The two-dimensional spatial structure of simple receptive fields in cat striate cortex
    • Jones JP, Palmer LA, (1987) The two-dimensional spatial structure of simple receptive fields in cat striate cortex. Journal of Neurophysiology 58: 1187-1211.
    • (1987) Journal of Neurophysiology , vol.58 , pp. 1187-1211
    • Jones, J.P.1    Palmer, L.A.2
  • 48
    • 0013168160 scopus 로고    scopus 로고
    • Substructure of direction-selective receptive fields in macaque V1
    • Livingstone MS, Conway BR, (2003) Substructure of direction-selective receptive fields in macaque V1. Journal of Neurophysiology 89: 2743-2759.
    • (2003) Journal of Neurophysiology , vol.89 , pp. 2743-2759
    • Livingstone, M.S.1    Conway, B.R.2
  • 49
    • 14744280979 scopus 로고    scopus 로고
    • Spatial structure of complex cell receptive fields measured with natural images
    • Touryan J, Felsen G, Dan Y, (2005) Spatial structure of complex cell receptive fields measured with natural images. Neuron 45: 781-791.
    • (2005) Neuron , vol.45 , pp. 781-791
    • Touryan, J.1    Felsen, G.2    Dan, Y.3
  • 50
    • 26444492519 scopus 로고    scopus 로고
    • Cortical sensitivity to visual features in natural scenes
    • Felsen G, Touryan J, Han F, Dan Y, (2005) Cortical sensitivity to visual features in natural scenes. PLoS Biology 3: e342.
    • (2005) PLoS Biology , vol.3
    • Felsen, G.1    Touryan, J.2    Han, F.3    Dan, Y.4
  • 51
    • 34548736533 scopus 로고    scopus 로고
    • Internal spatial organization of receptive fields of complex cells in the early visual cortex
    • Sasaki KS, Ohzawa I, (2007) Internal spatial organization of receptive fields of complex cells in the early visual cortex. Journal of Neurophysiology 98: 1194-1212.
    • (2007) Journal of Neurophysiology , vol.98 , pp. 1194-1212
    • Sasaki, K.S.1    Ohzawa, I.2
  • 52
    • 0035384014 scopus 로고    scopus 로고
    • Stimulus optimisation in primary visual cortex
    • Földiák P, (2001) Stimulus optimisation in primary visual cortex. Neurocomputing 38: 1217-1222.
    • (2001) Neurocomputing , vol.38 , pp. 1217-1222
    • Földiák, P.1
  • 53
    • 84874108909 scopus 로고    scopus 로고
    • Searching for optimal stimuli: ascending a neuron's response function
    • Koelling ME, Nykamp DQ, (2012) Searching for optimal stimuli: ascending a neuron's response function. Journal of Computational Neuroscience 33: 449-473.
    • (2012) Journal of Computational Neuroscience , vol.33 , pp. 449-473
    • Koelling, M.E.1    Nykamp, D.Q.2
  • 54
    • 0036090018 scopus 로고    scopus 로고
    • Suppression of neural responses to nonoptimal stimuli correlates with tuning selectivity in macaque V1
    • Ringach DL, Bredfeldt CE, Shapley RM, Hawken MJ, (2002) Suppression of neural responses to nonoptimal stimuli correlates with tuning selectivity in macaque V1. Journal of Neurophysiology 87: 1018-1027.
    • (2002) Journal of Neurophysiology , vol.87 , pp. 1018-1027
    • Ringach, D.L.1    Bredfeldt, C.E.2    Shapley, R.M.3    Hawken, M.J.4
  • 55
    • 0020047781 scopus 로고
    • The orientation and direction selectivity of cells in macaque visual cortex
    • De Valois RL, William Yund E, Hepler N, (1982) The orientation and direction selectivity of cells in macaque visual cortex. Vision research 22: 531-544.
    • (1982) Vision Research , vol.22 , pp. 531-544
    • De Valois, R.L.1    William Yund, E.2    Hepler, N.3
  • 57
    • 0030869137 scopus 로고    scopus 로고
    • Dynamic processes shape spatiotemporal properties of retinal waves
    • Feller MB, Butts DA, Aaron HL, Rokhsar DS, Shatz CJ, (1997) Dynamic processes shape spatiotemporal properties of retinal waves. Neuron 19: 293-306.
    • (1997) Neuron , vol.19 , pp. 293-306
    • Feller, M.B.1    Butts, D.A.2    Aaron, H.L.3    Rokhsar, D.S.4    Shatz, C.J.5
  • 59
    • 0037334566 scopus 로고    scopus 로고
    • Propagating waves in visual cortex: A large-scale model of turtle visual cortex
    • Nenadic Z, Ghosh BK, Ulinski P, (2003) Propagating waves in visual cortex: A large-scale model of turtle visual cortex. Journal of Computational Neuroscience 14: 161-184.
    • (2003) Journal of Computational Neuroscience , vol.14 , pp. 161-184
    • Nenadic, Z.1    Ghosh, B.K.2    Ulinski, P.3
  • 60
    • 59649122393 scopus 로고    scopus 로고
    • Early-stage waves in the retinal network emerge close to a critical state transition between local and global functional connectivity
    • Hennig MH, Adams C, Willshaw D, Sernagor E, (2009) Early-stage waves in the retinal network emerge close to a critical state transition between local and global functional connectivity. Journal of Neuroscience 29: 1077-1086.
    • (2009) Journal of Neuroscience , vol.29 , pp. 1077-1086
    • Hennig, M.H.1    Adams, C.2    Willshaw, D.3    Sernagor, E.4
  • 61
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • Olshausen BA, Field DJ, (1997) Sparse coding with an overcomplete basis set: A strategy employed by V1? Vision Research 37: 3311-3325.
    • (1997) Vision Research , vol.37 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 62
    • 0000547924 scopus 로고
    • What does the retina know about natural scenes?
    • Atick JJ, Redlich AN, (1992) What does the retina know about natural scenes? Neural Computation 4: 196-210.
    • (1992) Neural Computation , vol.4 , pp. 196-210
    • Atick, J.J.1    Redlich, A.N.2
  • 64
    • 0036810675 scopus 로고    scopus 로고
    • The role of complex cells in object recognition
    • Shams L, von der Malsburg C, (2002) The role of complex cells in object recognition. Vision Research 42: 2547-2554.
    • (2002) Vision Research , vol.42 , pp. 2547-2554
    • Shams, L.1    von der Malsburg, C.2
  • 65
    • 0022995622 scopus 로고
    • Ocular dominance shift in kitten visual cortex caused by imbalance in retinal electrical activity
    • Chapman B, Jacobson MD, Reiter HO, Stryker MP, (1986) Ocular dominance shift in kitten visual cortex caused by imbalance in retinal electrical activity. Nature 324: 154-156.
    • (1986) Nature , vol.324 , pp. 154-156
    • Chapman, B.1    Jacobson, M.D.2    Reiter, H.O.3    Stryker, M.P.4
  • 66
    • 44649145804 scopus 로고    scopus 로고
    • Flexible parylene-based multielectrode array technology for high-density neural stimulation and recording
    • Rodger DC, Fong AJ, Li W, Ameri H, Ahuja AK, et al. (2008) Flexible parylene-based multielectrode array technology for high-density neural stimulation and recording. Sensors and Actuators B: chemical 132: 449-460.
    • (2008) Sensors and Actuators B: Chemical , vol.132 , pp. 449-460
    • Rodger, D.C.1    Fong, A.J.2    Li, W.3    Ameri, H.4    Ahuja, A.K.5
  • 67
    • 2442501369 scopus 로고    scopus 로고
    • The retina implant new approach to a visual prosthesis/das retina-implant ein neuer ansatz für eine sehprothese
    • Alteheld N, Roessler G, Vobig M, Walter P, (2004) The retina implant new approach to a visual prosthesis/das retina-implant ein neuer ansatz für eine sehprothese. Biomedizinische Technik/Biomedical Engineering 49: 99-103.
    • (2004) Biomedizinische Technik/Biomedical Engineering , vol.49 , pp. 99-103
    • Alteheld, N.1    Roessler, G.2    Vobig, M.3    Walter, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.