메뉴 건너뛰기




Volumn 52, Issue 6, 2005, Pages 1049-1060

Neuromorphic implementation of orientation hypercolumns

Author keywords

Address event representation (AER); Gabor filter; Image processing; Mixed analog digital integrated circuits; Neural chips; Neuromorphic engineering; Visual cortex

Indexed keywords

ARRAYS; ELECTRIC FILTERS; FOURIER TRANSFORMS; IMAGE PROCESSING; MULTICHIP MODULES; SEMICONDUCTING SILICON;

EID: 22144440574     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSI.2005.849136     Document Type: Article
Times cited : (106)

References (39)
  • 1
    • 0025507283 scopus 로고
    • "Neuromorphic electronic systems"
    • C. A. Mead, "Neuromorphic electronic systems," Proc. IEEE, vol. 78, pp. 1629-1636, 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1629-1636
    • Mead, C.A.1
  • 2
    • 22144475371 scopus 로고    scopus 로고
    • 2nd ed., K. K. De Valois, Ed., Academic Press, San Diego, CA
    • Seeing, Handbook of Perception and Cognition, 2nd ed., K. K. De Valois, Ed., Academic Press, San Diego, CA, 2000, pp. 79-128.
    • (2000) Seeing, Handbook of Perception and Cognition , pp. 79-128
  • 3
    • 0032552080 scopus 로고    scopus 로고
    • "Cortical feedback improves discrimination between figure and background by V1, V2, and V3 neurons"
    • J. M. Hupe, A. C. James, B. R. Payne, S. G. Lomber, P. Girard, and J. Bullier, "Cortical feedback improves discrimination between figure and background by V1, V2, and V3 neurons," Nature, vol. 394, pp. 784-787, 1998.
    • (1998) Nature , vol.394 , pp. 784-787
    • Hupe, J.M.1    James, A.C.2    Payne, B.R.3    Lomber, S.G.4    Girard, P.5    Bullier, J.6
  • 4
    • 33645410496 scopus 로고
    • "Receptive fields, binocular interaction, and functional architecture in the cat's visual cortex"
    • D. H. Hubel and T. N. Wiesel, "Receptive fields, binocular interaction, and functional architecture in the cat's visual cortex," J. Physiol., vol. 160, pp. 106-154, 1962.
    • (1962) J. Physiol. , vol.160 , pp. 106-154
    • Hubel, D.H.1    Wiesel, T.N.2
  • 5
    • 0022014327 scopus 로고
    • "Model of human visual-motion sensing"
    • Feb
    • A. B. Watson and J. A. J. Ahumada, "Model of human visual-motion sensing," J. Opt. Soc. Amer. A, vol. 2, pp. 322-342, Feb. 1985.
    • (1985) J. Opt. Soc. Amer. A , vol.2 , pp. 322-342
    • Watson, A.B.1    Ahumada, J.A.J.2
  • 6
    • 0022014331 scopus 로고
    • "Spatiotemporal energy models for the perception of motion"
    • Feb
    • E. H. Adelson and J. R. Bergen, "Spatiotemporal energy models for the perception of motion," J. Opt. Soc. Amer A, vol. 2, pp. 284-299, Feb. 1985.
    • (1985) J. Opt. Soc. Amer A , vol.2 , pp. 284-299
    • Adelson, E.H.1    Bergen, J.R.2
  • 7
    • 0025100474 scopus 로고
    • "Stereoscopic depth discrimination in the visual cortex: Neurons ideally suited as disparity detectors"
    • Aug. 31
    • I. Ohzawa, G. C. DeAngelis, and R. D. Freeman, "Stereoscopic depth discrimination in the visual cortex: Neurons ideally suited as disparity detectors," Science, vol. 249, pp. 1037-1041, Aug. 31, 1990.
    • (1990) Science , vol.249 , pp. 1037-1041
    • Ohzawa, I.1    Deangelis, G.C.2    Freeman, R.D.3
  • 8
    • 4043137376 scopus 로고    scopus 로고
    • "A burst-mode word-serial address-event link-I: Transmitter design"
    • K. A. Boahen, "A burst-mode word-serial address-event link-I: Transmitter design," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 51, pp. 1269-1280, 2004.
    • (2004) IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. , vol.51 , pp. 1269-1280
    • Boahen, K.A.1
  • 9
    • 4043086402 scopus 로고    scopus 로고
    • "A burst-mode word-serial address-event link-II: Receiver design"
    • K. A. Boahen, "A burst-mode word-serial address-event link-II: Receiver design," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 51, pp. 1281-1291, 2004.
    • (2004) IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. , vol.51 , pp. 1281-1291
    • Boahen, K.A.1
  • 10
    • 4043065121 scopus 로고    scopus 로고
    • "A burst-mode word-serial address-event link - III: Analysis and test results"
    • K. A. Boahen, "A burst-mode word-serial address-event link - III: Analysis and test results," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 51, pp. 1292-1300, 2004.
    • (2004) IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. , vol.51 , pp. 1292-1300
    • Boahen, K.A.1
  • 11
    • 1442312146 scopus 로고    scopus 로고
    • "An on-off orientation selective address-event representation image transceiver chip"
    • T. Y. W. Choi, B. E. Shi, and K. Boahen, "An on-off orientation selective address-event representation image transceiver chip," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 51, no. 2, pp. 342-353, 2004.
    • (2004) IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. , vol.51 , Issue.2 , pp. 342-353
    • Choi, T.Y.W.1    Shi, B.E.2    Boahen, K.3
  • 12
    • 0033076040 scopus 로고    scopus 로고
    • "Focal-plane analog VLSI cellular implementation of the boundary contour system"
    • Feb
    • G. Cauwenberghs and J. Waskiewicz, "Focal-plane analog VLSI cellular implementation of the boundary contour system," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 46, no. 2, pp. 327-334, Feb. 1999.
    • (1999) IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. , vol.46 , Issue.2 , pp. 327-334
    • Cauwenberghs, G.1    Waskiewicz, J.2
  • 14
    • 4344679572 scopus 로고    scopus 로고
    • "An ON/OFF temporal filter circuit for visual motion analysis"
    • Vancouver, BC, Canada, May
    • B. E. Shi, E. K. C. Tsang, and P. S. P. Au, "An ON/OFF temporal filter circuit for visual motion analysis," in Proc. IEEE Int. Symp. Circuits and Systems, vol. 3, Vancouver, BC, Canada, May 2004, pp. 85-88.
    • (2004) Proc. IEEE Int. Symp. Circuits and Systems , vol.3 , pp. 85-88
    • Shi, B.E.1    Tsang, E.K.C.2    Au, P.S.P.3
  • 15
    • 3042630998 scopus 로고    scopus 로고
    • "A preference for phase-based disparity in a neuromorphic implementation of the binocular energy model"
    • Aug
    • E. K. C. Tsang and B. E. Shi, "A preference for phase-based disparity in a neuromorphic implementation of the binocular energy model," Neural Computation, vol. 16, no. 8, pp. 1579-1600, Aug. 2004.
    • (2004) Neural Computation , vol.16 , Issue.8 , pp. 1579-1600
    • Tsang, E.K.C.1    Shi, B.E.2
  • 19
    • 0031078793 scopus 로고    scopus 로고
    • "An integrated cortical layer for orientation enhancement"
    • Feb
    • P. Venier, A. Mortara, X. Arreguit, and E. A. Vittoz, "An integrated cortical layer for orientation enhancement," IEEE J. Solid-State Circuits, vol. 32, no. 2, pp. 177-186, Feb. 1997.
    • (1997) IEEE J. Solid-State Circuits , vol.32 , Issue.2 , pp. 177-186
    • Venier, P.1    Mortara, A.2    Arreguit, X.3    Vittoz, E.A.4
  • 20
    • 0026407129 scopus 로고
    • "An object position and orientation IC with embedded imager"
    • Dec
    • D. L. Standley, "An object position and orientation IC with embedded imager," IEEE J. Solid-State Circuits, vol. 26, no. 6, pp. 1853-1859, Dec. 1991.
    • (1991) IEEE J. Solid-State Circuits , vol.26 , Issue.6 , pp. 1853-1859
    • Standley, D.L.1
  • 21
    • 9144260058 scopus 로고    scopus 로고
    • "A 128*128 pixel 120 dB dynamic range vision sensor chip for image contrast and orientation extraction"
    • Dec
    • P. F. Ruedi, P. Heim, F. Kaess, E. Grenet, F. Heitger, P. Y. Burgi, S. Gyger, and P. Nussbanm, "A 128*128 pixel 120 dB dynamic range vision sensor chip for image contrast and orientation extraction," IEEE J. Solid-State Circuits, vol. 38, no. 12, pp. 2325-2333, Dec. 2003.
    • (2003) IEEE J. Solid-State Circuits , vol.38 , Issue.12 , pp. 2325-2333
    • Ruedi, P.F.1    Heim, P.2    Kaess, F.3    Grenet, E.4    Heitger, F.5    Burgi, P.Y.6    Gyger, S.7    Nussbanm, P.8
  • 22
    • 1642308838 scopus 로고    scopus 로고
    • "Optic nerve signals in a neuromorphic chip I: Outer and inner retina models"
    • Apr
    • K. A. Zaghloul and K. Boahen, "Optic nerve signals in a neuromorphic chip I: Outer and inner retina models," IEEE Trans. Biomed. Eng., vol. 51, no. 4, pp. 657-666, Apr. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.4 , pp. 657-666
    • Zaghloul, K.A.1    Boahen, K.2
  • 23
    • 1642333215 scopus 로고    scopus 로고
    • "Optic nerve signals in a neuromorphic chip II: Testing and results"
    • Apr
    • K. A. Zaghloul and K. Boahen, "Optic nerve signals in a neuromorphic chip II: Testing and results," IEEE Trans. Biomed. Eng., vol. 51, no. 4, pp. 667-675, Apr. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.4 , pp. 667-675
    • Zaghloul, K.A.1    Boahen, K.2
  • 24
    • 0033340806 scopus 로고    scopus 로고
    • "Focal plane implementation of 2-D steerable and scalable cortical filters"
    • B. E. Shi, "Focal plane implementation of 2-D steerable and scalable cortical filters," J. VLSI Signal Process., vol. 23, pp. 319-334, 1999.
    • (1999) J. VLSI Signal Process. , vol.23 , pp. 319-334
    • Shi, B.E.1
  • 25
    • 0026286031 scopus 로고
    • "Motion selectivity and the contrast response function of simple cells in the visual cortex"
    • D. G. Albrecht and W. S. Geisler, "Motion selectivity and the contrast response function of simple cells in the visual cortex," Visual Neurosci., vol. 7, pp. 531-546, 1991.
    • (1991) Visual Neurosci. , vol.7 , pp. 531-546
    • Albrecht, D.G.1    Geisler, W.S.2
  • 26
    • 0026904517 scopus 로고
    • "Normalization of cell responses in cat striate cortex"
    • D. J. Heeger, "Normalization of cell responses in cat striate cortex," Visual Neurosci., vol. 9, pp. 181-197, 1992.
    • (1992) Visual Neurosci. , vol.9 , pp. 181-197
    • Heeger, D.J.1
  • 27
    • 0026952907 scopus 로고
    • "Half-squaring in responses of cat striate cells"
    • D. J. Heeger, "Half-squaring in responses of cat striate cells," Visual Neurosci., vol. 9, pp. 427-443, 1992.
    • (1992) Visual Neurosci. , vol.9 , pp. 427-443
    • Heeger, D.J.1
  • 28
    • 0018925643 scopus 로고
    • "Two-dimensional spectral analysis of cortical receptive field profiles"
    • J. G. Daugman, "Two-dimensional spectral analysis of cortical receptive field profiles," Vision Res., vol. 20, pp. 847-856, 1980.
    • (1980) Vision Res. , vol.20 , pp. 847-856
    • Daugman, J.G.1
  • 29
    • 0023583669 scopus 로고
    • "An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex"
    • Dec
    • J. P. Jones and L. A. Palmer, "An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex," J. Neurosci., vol. 58, no. 6, pp. 1233-1258, Dec. 1987.
    • (1987) J. Neurosci. , vol.58 , Issue.6 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 30
    • 0019796233 scopus 로고
    • "Phase relationships between adjacent simple cells in the visual cortex"
    • D. A. Pollen and S. F. Ronner, "Phase relationships between adjacent simple cells in the visual cortex," Science, vol. 212, pp. 1409-1411, 1981.
    • (1981) Science , vol.212 , pp. 1409-1411
    • Pollen, D.A.1    Ronner, S.F.2
  • 31
    • 0033740171 scopus 로고    scopus 로고
    • "Point-to-point connectivity between neuromorphic chips using address events"
    • May
    • K. A. Boahen, "Point-to-point connectivity between neuromorphic chips using address events," IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol. 47, no. 5, pp. 416-434, May 2000.
    • (2000) IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process. , vol.47 , Issue.5 , pp. 416-434
    • Boahen, K.A.1
  • 32
    • 0034079430 scopus 로고    scopus 로고
    • "Neural mechanisms of orientation selectivity in the visual cortex"
    • D. Ferster and K. D. Miller, "Neural mechanisms of orientation selectivity in the visual cortex," Ann. Rev. Neurosci., vol. 23, pp. 441-471, 2000.
    • (2000) Ann. Rev. Neurosci. , vol.23 , pp. 441-471
    • Ferster, D.1    Miller, K.D.2
  • 33
    • 0036505209 scopus 로고    scopus 로고
    • "Competitively coupled orientation selective cellular neural networks"
    • Mar
    • B. E. Shi and K. Boahen, "Competitively coupled orientation selective cellular neural networks," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 49, no. 3, pp. 388-394, Mar. 2002.
    • (2002) IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. , vol.49 , Issue.3 , pp. 388-394
    • Shi, B.E.1    Boahen, K.2
  • 36
    • 0033634841 scopus 로고    scopus 로고
    • "Adaptation-induced plasticity of orientation tuning in adult visual cortex"
    • V. Dragoi, J. Sharma, and M. Sur, "Adaptation-induced plasticity of orientation tuning in adult visual cortex," Neuron, vol. 28, pp. 287-298, 2000.
    • (2000) Neuron , vol.28 , pp. 287-298
    • Dragoi, V.1    Sharma, J.2    Sur, M.3
  • 37
    • 0035797397 scopus 로고    scopus 로고
    • "Practising orientation identification improves orientation coding in VI neurons"
    • A. Schoups, R. Vogels, N. Qian, and G. Orban, "Practising orientation identification improves orientation coding in VI neurons," Nature, vol. 412, pp. 549-553, 2001.
    • (2001) Nature , vol.412 , pp. 549-553
    • Schoups, A.1    Vogels, R.2    Qian, N.3    Orban, G.4
  • 38
    • 0037389174 scopus 로고    scopus 로고
    • "Learning and adaptation in a recurrent model of V1 orientation selectivity"
    • A. F. Teich and N. Qian, "Learning and adaptation in a recurrent model of V1 orientation selectivity," J. Neurophysiol., vol. 89, pp. 2086-2100, 2003.
    • (2003) J. Neurophysiol. , vol.89 , pp. 2086-2100
    • Teich, A.F.1    Qian, N.2
  • 39
    • 0032146788 scopus 로고    scopus 로고
    • "Contrast-invariant orientation tuning in cat visual cortex: Thalamocortical input tuning and correlation-based intracortical connectivity"
    • T. W. Troyer, A. E. Krukowski, N. J. Priebe, and K. D. Miller, "Contrast-invariant orientation tuning in cat visual cortex: Thalamocortical input tuning and correlation-based intracortical connectivity," J. Neurosci., vol. 18, pp. 5908-5927, 1998.
    • (1998) J. Neurosci. , vol.18 , pp. 5908-5927
    • Troyer, T.W.1    Krukowski, A.E.2    Priebe, N.J.3    Miller, K.D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.