메뉴 건너뛰기




Volumn 27, Issue 3, 2015, Pages 561-593

What can neuromorphic event-driven precise timing add to spike-based pattern recognition?

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ANATOMY AND HISTOLOGY; ARTIFICIAL INTELLIGENCE; BIOLOGICAL MODEL; DEVICES; DISCRIMINANT ANALYSIS; HUMAN; NERVE CELL; ORIENTATION; PATTERN RECOGNITION; PHOTOSTIMULATION; PHYSIOLOGY; PROCEDURES; RETINA; TIME PERCEPTION; VISUAL SYSTEM;

EID: 84923342166     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/NECO_a_00703     Document Type: Article
Times cited : (45)

References (60)
  • 1
    • 84949479246 scopus 로고    scopus 로고
    • On the surprising behavior of distance metrics in high dimensional space
    • New York: Springer
    • Aggarwal, C. C., Hinneburg, A., & Keim, D. A. (2001). On the surprising behavior of distance metrics in high dimensional space. In Lecture Notes in Computer Science (pp. 420-434). New York: Springer.
    • (2001) Lecture Notes in Computer Science , pp. 420-434
    • Aggarwal, C.C.1    Hinneburg, A.2    Keim, D.A.3
  • 7
    • 0032078148 scopus 로고    scopus 로고
    • Efficient discrimination of temporal patterns by motion-sensitive neurons in primate visual cortex
    • Buracas, G. T., Zador, A. M., DeWeese, M. R., & Albright, T. D. (1998). Efficient discrimination of temporal patterns by motion-sensitive neurons in primate visual cortex. Neuron, 20, 959-969.
    • (1998) Neuron , vol.20 , pp. 959-969
    • Buracas, G.T.1    Zador, A.M.2    DeWeese, M.R.3    Albright, T.D.4
  • 8
    • 34548515491 scopus 로고    scopus 로고
    • Temporal precision in the neural code and the timescales of natural vision
    • Butts, D. A., Weng, C., Jin, J., Yeh, C.-I., Lesica, N. A., Alonso, J.-M., & Stanley, G. B., (2007). Temporal precision in the neural code and the timescales of natural vision. Nature, 449, 92-95.
    • (2007) Nature , vol.449 , pp. 92-95
    • Butts, D.A.1    Weng, C.2    Jin, J.3    Yeh, C.-I.4    Lesica, N.A.5    Alonso, J.-M.6    Stanley, G.B.7
  • 11
    • 84899946912 scopus 로고    scopus 로고
    • Spikenet: A simulator for modeling large networks of integrate and fire neurons
    • Delorme, A., Gautrais, J., van Rullen, R., & Thorpe, S. (1999). Spikenet: A simulator for modeling large networks of integrate and fire neurons. Neurocomputing, 24, 26-27.
    • (1999) Neurocomputing , vol.24 , pp. 26-27
    • Delorme, A.1    Gautrais, J.2    van Rullen, R.3    Thorpe, S.4
  • 12
    • 0034767171 scopus 로고    scopus 로고
    • Face identification using one spike per neuron: Resistance to image degradations
    • Delorme, A., & Thorpe, S. J. (2001). Face identification using one spike per neuron: Resistance to image degradations, Neural Networks, 14, 795-803.
    • (2001) Neural Networks , vol.14 , pp. 795-803
    • Delorme, A.1    Thorpe, S.J.2
  • 13
    • 34447552444 scopus 로고    scopus 로고
    • Untangling invariant object recognition
    • DiCarlo, J. J., & Cox, D. D. (2007). Untangling invariant object recognition. Trends in Cognitive Sciences, 11, 333-341.
    • (2007) Trends in Cognitive Sciences , vol.11 , pp. 333-341
    • DiCarlo, J.J.1    Cox, D.D.2
  • 15
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher, R. A. (1936). The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7, 179-188.
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 16
    • 0019152630 scopus 로고
    • Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
    • Fukushima, K. (1980). Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biological Cybernetics, 36, 193-202.
    • (1980) Biological Cybernetics , vol.36 , pp. 193-202
    • Fukushima, K.1
  • 17
    • 0000293183 scopus 로고
    • Theory of communication
    • Gabor, D. (1946). Theory of communication. Journal of IEEE, 93, 429-459.
    • (1946) Journal of IEEE , vol.93 , pp. 429-459
    • Gabor, D.1
  • 18
    • 39749180280 scopus 로고    scopus 로고
    • Rapid neural coding in the retina with relative spike latencies
    • Gollisch, T., & Meister, M. (2008). Rapid neural coding in the retina with relative spike latencies. Science, 319, 150-164.
    • (2008) Science , vol.319 , pp. 150-164
    • Gollisch, T.1    Meister, M.2
  • 19
    • 73549104549 scopus 로고    scopus 로고
    • Efficient discrimination of temporal patterns by motion-sensitive neurons in primate visual cortex
    • Haider, B., Krause,M. R., Duque, A., Yu, Y. J., Touryan, J., Mazer, J. A.,&McCormick, D. A. (2010). Efficient discrimination of temporal patterns by motion-sensitive neurons in primate visual cortex. Neuron, 65, 107-121.
    • (2010) Neuron , vol.65 , pp. 107-121
    • Haider, B.1    Krause, M.R.2    Duque, A.3    Yu, Y.J.4    Touryan, J.5    Mazer, J.A.6    McCormick, D.A.7
  • 20
    • 27644475783 scopus 로고    scopus 로고
    • Fast readout of object identity from macaque inferior temporal cortex
    • Hung, C. P., Kreiman, G., Poggio, T., & DiCarlo, J. J. (2005). Fast readout of object identity from macaque inferior temporal cortex. Science, 310, 863-869.
    • (2005) Science , vol.310 , pp. 863-869
    • Hung, C.P.1    Kreiman, G.2    Poggio, T.3    DiCarlo, J.J.4
  • 21
    • 1642580884 scopus 로고    scopus 로고
    • First spikes in ensembles of human tactile afferents code complex spatial fingertip events
    • Johansson, R. S., & Birznieks, I. (2004). First spikes in ensembles of human tactile afferents code complex spatial fingertip events. Nat. Neurosci., 7, 170- 177.
    • (2004) Nat. Neurosci. , vol.7 , pp. 170-177
    • Johansson, R.S.1    Birznieks, I.2
  • 22
    • 0033695948 scopus 로고    scopus 로고
    • Low response variability in simultaneously recorded retinal, thalamic, and cortical neurons
    • Kara, P., Reinagel, P.,&Reid, R. C. (2000). Low response variability in simultaneously recorded retinal, thalamic, and cortical neurons. Neuron, 27, 635-646.
    • (2000) Neuron , vol.27 , pp. 635-646
    • Kara, P.1    Reinagel, P.2    Reid, R.C.3
  • 25
    • 38849206826 scopus 로고    scopus 로고
    • A 128 × 128 120db 15 μs latency asynchronous temporal contrast vision sensor
    • Lichtsteiner, P., Posch, C., & Delbruck, T. (2008). A 128 × 128 120db 15 μs latency asynchronous temporal contrast vision sensor. IEEE Journal of Solid State Circuits, 43, 566-576.
    • (2008) IEEE Journal of Solid State Circuits , vol.43 , pp. 566-576
    • Lichtsteiner, P.1    Posch, C.2    Delbruck, T.3
  • 26
    • 0035212197 scopus 로고    scopus 로고
    • Variability and information in a neural code of the cat lateral geniculate nucleus
    • Liu, R. C., Tzonev, S., Rebrik, S., & Miller, K. (2001). Variability and information in a neural code of the cat lateral geniculate nucleus. J. Neurophysiol., 86, 2789- 2806.
    • (2001) J. Neurophysiol. , vol.86 , pp. 2789-2806
    • Liu, R.C.1    Tzonev, S.2    Rebrik, S.3    Miller, K.4
  • 27
    • 84870400907 scopus 로고    scopus 로고
    • Artificial retina: The multichannel processing of the mammalian retina achieved with a neuromorphic asynchronous light acquisition device
    • Lorach, H., Benosman, R., Marre, O., Ieng, S. H., Sahel, J. A., & Picaud, S. (2012). Artificial retina: The multichannel processing of the mammalian retina achieved with a neuromorphic asynchronous light acquisition device. Journal of Neural Engineering, 9, 066044.
    • (2012) Journal of Neural Engineering , vol.9 , pp. 066044
    • Lorach, H.1    Benosman, R.2    Marre, O.3    Ieng, S.H.4    Sahel, J.A.5    Picaud, S.6
  • 29
    • 68649122865 scopus 로고    scopus 로고
    • A toolbox for the fast information analysis of multiple-site LFP EEG and spike train recordings
    • Magri, C., Whittingstall, K., Singh, V., Logothetis, N., & Panzeri, S. (2009). A toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings. BMC Neuroscience, 10, 81.
    • (2009) BMC Neuroscience , vol.10 , pp. 81
    • Magri, C.1    Whittingstall, K.2    Singh, V.3    Logothetis, N.4    Panzeri, S.5
  • 30
    • 84923321180 scopus 로고
    • VLSI analogs of neuronal visual processing: A synthesis of form and function. Unpublished doctoral dissertation
    • Mahowald, M. (1982). VLSI analogs of neuronal visual processing: A synthesis of form and function. Unpublished doctoral dissertation, California Institute of Technology.
    • (1982) California Institute of Technology
    • Mahowald, M.1
  • 31
    • 65549099674 scopus 로고    scopus 로고
    • Beyond Poisson: Increased spike-time regularity across primate parietal cortex
    • Maimon, G., & Assad, J. A. (2009). Beyond Poisson: Increased spike-time regularity across primate parietal cortex. Neuron, 62, 426-440.
    • (2009) Neuron , vol.62 , pp. 426-440
    • Maimon, G.1    Assad, J.A.2
  • 32
    • 0029030249 scopus 로고
    • Reliability of spike timing in neocortical neurons
    • Mainen, Z., & Sejnowski, T. (1995). Reliability of spike timing in neocortical neurons. Science, 268, 1503-1506.
    • (1995) Science , vol.268 , pp. 1503-1506
    • Mainen, Z.1    Sejnowski, T.2
  • 34
    • 33847275584 scopus 로고    scopus 로고
    • Unsupervised learning of visual features through spike timing dependent plasticity
    • Masquelier, T., & Thorpe, S. J. (2007). Unsupervised learning of visual features through spike timing dependent plasticity. PLoS Computational Biology, 3, 31.
    • (2007) PLoS Computational Biology , vol.3 , pp. 31
    • Masquelier, T.1    Thorpe, S.J.2
  • 36
    • 0029861008 scopus 로고    scopus 로고
    • Visual response properties of striate cortical neurons projecting to area mt in macaque monkeys
    • Movshon, J., & Newsome, W. (1996). Visual response properties of striate cortical neurons projecting to area mt in macaque monkeys. J. Neurosci., 16, 7733- 7741.
    • (1996) J. Neurosci. , vol.16 , pp. 7733-7741
    • Movshon, J.1    Newsome, W.2
  • 38
    • 84857371085 scopus 로고    scopus 로고
    • Asynchronous eventbased high-speed vision for micro-particles tracking
    • Ni, Z., Pacoret, C., Benosman, R., Ieng, S., & Ŕegnier, S. (2011). Asynchronous eventbased high-speed vision for micro-particles tracking, Journal of Microscopy, 245, 236-244.
    • (2011) Journal of Microscopy , vol.245 , pp. 236-244
    • Ni, Z.1    Pacoret, C.2    Benosman, R.3    Ieng, S.4    Ŕegnier, S.5
  • 40
    • 84866067617 scopus 로고    scopus 로고
    • Analytical estimates of limited sampling biases in different information measures
    • Panzeri, S., & Treves, A. (1996). Analytical estimates of limited sampling biases in different information measures. Network, 7, 87-101.
    • (1996) Network , vol.7 , pp. 87-101
    • Panzeri, S.1    Treves, A.2
  • 41
    • 0035829717 scopus 로고    scopus 로고
    • Population coding of stimulus location in rat somatosensory cortex
    • Petersen, R. S., Panzeri, S., & Diamond, M. E. (2001). Population coding of stimulus location in rat somatosensory cortex. Neuron, 32, 503-514.
    • (2001) Neuron , vol.32 , pp. 503-514
    • Petersen, R.S.1    Panzeri, S.2    Diamond, M.E.3
  • 43
    • 78650862863 scopus 로고    scopus 로고
    • A QVGA 143 DB dynamic range frame-free PWM image sensor with lossless pixel-level video compression and time-domain CDS
    • Posch, C., Matolin, D., & Wohlgenannt, R. (2011). A QVGA 143 DB dynamic range frame-free PWM image sensor with lossless pixel-level video compression and time-domain CDS. IEEE J. Solid-State Circuits, 46, 259-275.
    • (2011) IEEE J. Solid-State Circuits , vol.46 , pp. 259-275
    • Posch, C.1    Matolin, D.2    Wohlgenannt, R.3
  • 44
    • 60549113334 scopus 로고    scopus 로고
    • Extracting information from neuronal populations: Information theory and decoding approaches
    • Quiroga, R. Q., & Panzeri, S. (2009). Extracting information from neuronal populations: Information theory and decoding approaches. Nat. Rev. Neurosci., 10, 173-185.
    • (2009) Nat. Rev. Neurosci. , vol.10 , pp. 173-185
    • Quiroga, R.Q.1    Panzeri, S.2
  • 45
    • 0035930735 scopus 로고    scopus 로고
    • Independent and redundant information in nearby cortical neurons
    • Reich, D. S., Mechler, F., & Victor, J. D. (2001). Independent and redundant information in nearby cortical neurons. Science, 294(5551), 2566-2568.
    • (2001) Science , vol.294 , Issue.5551 , pp. 2566-2568
    • Reich, D.S.1    Mechler, F.2    Victor, J.D.3
  • 46
    • 0034662092 scopus 로고    scopus 로고
    • Temporal coding of visual information in the thalamus
    • Reinagel, P.,&Reid, R. (2000). Temporal coding of visual information in the thalamus. J. Neuroscience, 20, 5392-5400.
    • (2000) J. Neuroscience , vol.20 , pp. 5392-5400
    • Reinagel, P.1    Reid, R.2
  • 48
    • 0033316361 scopus 로고    scopus 로고
    • Hierarchical models of object recognition in cortex
    • Riesenhuber, M., & Poggio, T. (2009). Hierarchical models of object recognition in cortex. Nature Neuroscience, 2, 1019-1025.
    • (2009) Nature Neuroscience , vol.2 , pp. 1019-1025
    • Riesenhuber, M.1    Poggio, T.2
  • 51
    • 34250346937 scopus 로고    scopus 로고
    • Miniature eye movements enhance fine spatial detail
    • Rucci, M., Iovin, R., Poletti, M., & Santini, F. (2007). Miniature eye movements enhance fine spatial detail. Nature, 447, 851-854.
    • (2007) Nature , vol.447 , pp. 851-854
    • Rucci, M.1    Iovin, R.2    Poletti, M.3    Santini, F.4
  • 52
    • 34247096930 scopus 로고    scopus 로고
    • A feedforward architecture accounts for rapid categorization
    • Serre, T., & Poggio, T. (2007). A feedforward architecture accounts for rapid categorization. PNAS, 104, 6424-6429.
    • (2007) PNAS , vol.104 , pp. 6424-6429
    • Serre, T.1    Poggio, T.2
  • 53
    • 0032525177 scopus 로고    scopus 로고
    • The variable discharge of cortical neurons: Implications for connectivity, computation, and information coding
    • Shadlen, M. N.,&Newsome,W. T. (1998). The variable discharge of cortical neurons: Implications for connectivity, computation, and information coding. J. Neurosci., 18, 3870-3896.
    • (1998) J. Neurosci. , vol.18 , pp. 3870-3896
    • Shadlen, M.N.1    Newsome, W.T.2
  • 54
    • 0031178951 scopus 로고
    • The mathematical theory of communication
    • Shannon, C. E. (1948). The mathematical theory of communication. Phys. Rev. Lett., 14, 306-317.
    • (1948) Phys. Rev. Lett. , vol.14 , pp. 306-317
    • Shannon, C.E.1
  • 55
    • 0027498486 scopus 로고
    • The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPS
    • Softky,W. R., & Koch, C. (1993). The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPS. J. Neurosci., 13, 334-350.
    • (1993) J. Neurosci. , vol.13 , pp. 334-350
    • Softky, W.R.1    Koch, C.2
  • 57
    • 0002594179 scopus 로고
    • Spike arrival times: A highly efficient coding scheme for neural networks
    • G. Eckmiller and G. Hauske (Eds.). Amsterdam: North-Holland
    • Thorpe, S. J. (1990). Spike arrival times: A highly efficient coding scheme for neural networks. In G. Eckmiller and G. Hauske (Eds.), Parallel processing in neural systems (pp. 91-94). Amsterdam: North-Holland.
    • (1990) Parallel processing in neural systems , pp. 91-94
    • Thorpe, S.J.1
  • 58
    • 0034766266 scopus 로고    scopus 로고
    • Spike-based strategies for rapid processing
    • Thorpe, S. J., Delorme, A., & R. van Rullen, (2001). Spike-based strategies for rapid processing. Neural Networks, 14, 715-725.
    • (2001) Neural Networks , vol.14 , pp. 715-725
    • Thorpe, S.J.1    Delorme, A.2    van Rullen, R.3
  • 59
    • 0029791918 scopus 로고    scopus 로고
    • Nature and precision of temporal coding in visual cortex: A metric-space analysis
    • Victor, J. D., & Purpura, K. P. (1996). Nature and precision of temporal coding in visual cortex: A metric-space analysis. J. Neurophysiol., 76, 1310-1326.
    • (1996) J. Neurophysiol. , vol.76 , pp. 1310-1326
    • Victor, J.D.1    Purpura, K.P.2
  • 60
    • 0001175897 scopus 로고    scopus 로고
    • Metric-space analysis of spike trains: theory, algorithms and application
    • Victor, J. D., & Purpura, K. P. (1997). Metric-space analysis of spike trains: theory, algorithms and application. Network., 8, 127-164.
    • (1997) Network , vol.8 , pp. 127-164
    • Victor, J.D.1    Purpura, K.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.