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Volumn 211, Issue 2, 2012, Pages 245-264

NSTAT: Open-source neural spike train analysis toolbox for Matlab

Author keywords

Data analysis; Generalized linear models; Neuroscience; Open source; Point process; Signal processing; Spike trains; Statistics

Indexed keywords

ALGORITHM; ANALYZER; ARTICLE; COMMUNITY; HISTOGRAM; HUMAN; NERVE CELL PLASTICITY; NEUROPHYSIOLOGY; OPEN SOURCE NEURAL SPIKE; PRIORITY JOURNAL; SPIKE WAVE;

EID: 84867133778     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2012.08.009     Document Type: Article
Times cited : (29)

References (74)
  • 1
    • 78650592845 scopus 로고    scopus 로고
    • Efficient Markov chain Monte Carlo methods for decoding neural spike trains
    • Ahmadian Y., Pillow J.W., Paninski L.L. Efficient Markov chain Monte Carlo methods for decoding neural spike trains. Neural Comput 2011, 23(1):46-96.
    • (2011) Neural Comput , vol.23 , Issue.1 , pp. 46-96
    • Ahmadian, Y.1    Pillow, J.W.2    Paninski, L.L.3
  • 4
    • 0001741790 scopus 로고
    • A look at some data on the old faithful geyser
    • Azzalini A., Bowman A.W. A look at some data on the old faithful geyser. Appl Stat 1990, 39(3):357-365.
    • (1990) Appl Stat , vol.39 , Issue.3 , pp. 357-365
    • Azzalini, A.1    Bowman, A.W.2
  • 5
    • 84868363744 scopus 로고    scopus 로고
    • Algorithms and inference for simultaneous-event multivariate point-process, with applications to neural data
    • Ph.D. thesis. Cambridge: Massachusetts Institute of Technology
    • Ba DE. Algorithms and inference for simultaneous-event multivariate point-process, with applications to neural data. Ph.D. thesis. Cambridge: Massachusetts Institute of Technology; 2011.
    • (2011)
    • Ba, D.E.1
  • 7
    • 11144341948 scopus 로고    scopus 로고
    • A point process adaptive filter for time-variant analysis of heart rate variability
    • Engineering in Medicine and Biology Society
    • Barbieri R., Brown E.N. A point process adaptive filter for time-variant analysis of heart rate variability. IEMBS '04. 26th annual international conference of the IEEE 2004, 3941-3944. Engineering in Medicine and Biology Society.
    • (2004) IEMBS '04. 26th annual international conference of the IEEE , pp. 3941-3944
    • Barbieri, R.1    Brown, E.N.2
  • 8
    • 30444438056 scopus 로고    scopus 로고
    • Analysis of heartbeat dynamics by point process adaptive filtering
    • Barbieri R., Brown E.N. Analysis of heartbeat dynamics by point process adaptive filtering. IEEE Trans Biomed Eng 2006, 53(1):4-12.
    • (2006) IEEE Trans Biomed Eng , vol.53 , Issue.1 , pp. 4-12
    • Barbieri, R.1    Brown, E.N.2
  • 12
    • 11144274476 scopus 로고    scopus 로고
    • A point-process model of human heartbeat intervals: new definitions of heart rate and heart rate variability
    • Barbieri R., Matten E.C., Alabi A.A., Brown E.N. A point-process model of human heartbeat intervals: new definitions of heart rate and heart rate variability. Am J Physiol Heart Circ Physiol 2005, 288(1):H424-H435.
    • (2005) Am J Physiol Heart Circ Physiol , vol.288 , Issue.1
    • Barbieri, R.1    Matten, E.C.2    Alabi, A.A.3    Brown, E.N.4
  • 13
    • 22544487546 scopus 로고    scopus 로고
    • An analysis of hippocampal spatio-temporal representations using a Bayesian algorithm for neural spike train decoding
    • Barbieri R., Wilson M.A., Frank L.M., Brown E.N. An analysis of hippocampal spatio-temporal representations using a Bayesian algorithm for neural spike train decoding. IEEE Trans Neural Syst Rehabil Eng 2005, 13(2):131-136.
    • (2005) IEEE Trans Neural Syst Rehabil Eng , vol.13 , Issue.2 , pp. 131-136
    • Barbieri, R.1    Wilson, M.A.2    Frank, L.M.3    Brown, E.N.4
  • 15
    • 84937035392 scopus 로고
    • Estimating and interpreting the instantaneous frequency of a signal. I. Fundamentals
    • Boashash B. Estimating and interpreting the instantaneous frequency of a signal. I. Fundamentals. Proceedings of the IEEE 1992, 520-538.
    • (1992) Proceedings of the IEEE , pp. 520-538
    • Boashash, B.1
  • 18
    • 0036482863 scopus 로고    scopus 로고
    • The time-rescaling theorem and its application to neural spike train data analysis
    • Brown E.N., Barbieri R., Ventura V., Kass R.E., Frank L.M. The time-rescaling theorem and its application to neural spike train data analysis. Neural Comput 2002, 14(2):325-346.
    • (2002) Neural Comput , vol.14 , Issue.2 , pp. 325-346
    • Brown, E.N.1    Barbieri, R.2    Ventura, V.3    Kass, R.E.4    Frank, L.M.5
  • 19
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: state-of-the-art and future challenges
    • Brown E.N., Kass R.E., Mitra P.P. Multiple neural spike train data analysis: state-of-the-art and future challenges. Nat Neurosci 2004, 7(5):456-461.
    • (2004) Nat Neurosci , vol.7 , Issue.5 , pp. 456-461
    • Brown, E.N.1    Kass, R.E.2    Mitra, P.P.3
  • 20
    • 0035018276 scopus 로고    scopus 로고
    • A stochastic differential equation model of diurnal cortisol patterns
    • Brown E.N., Meehan P.M., Dempster A.P. A stochastic differential equation model of diurnal cortisol patterns. Am J Physiol Endocrinol Metab 2001, 280(3):E450-61.
    • (2001) Am J Physiol Endocrinol Metab , vol.280 , Issue.3
    • Brown, E.N.1    Meehan, P.M.2    Dempster, A.P.3
  • 21
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: graph theoretical analysis of structural and functional systems
    • Bullmore E., Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev 2009, 10(3):186-198.
    • (2009) Nat Rev , vol.10 , Issue.3 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 22
    • 62249094561 scopus 로고    scopus 로고
    • A point process approach to assess dynamic baroreflex gain
    • Chen Z., Brown E.N., Barbieri R. A point process approach to assess dynamic baroreflex gain. Comput Cardiol 2008, 35:805-808.
    • (2008) Comput Cardiol , vol.35 , pp. 805-808
    • Chen, Z.1    Brown, E.N.2    Barbieri, R.3
  • 23
    • 51449115864 scopus 로고    scopus 로고
    • A study of probabilistic models for characterizing human heart beat dynamics in autonomic blockade control
    • Chen Z., Brown E.N., Barbieri R. A study of probabilistic models for characterizing human heart beat dynamics in autonomic blockade control. Proc IEEE Int Conf Acoust Speech Signal Process 2008, 481-484.
    • (2008) Proc IEEE Int Conf Acoust Speech Signal Process , pp. 481-484
    • Chen, Z.1    Brown, E.N.2    Barbieri, R.3
  • 24
    • 67650868982 scopus 로고    scopus 로고
    • Assessment of autonomic control and respiratory sinus arrhythmia using point process models of human heart beat dynamics
    • Chen Z., Brown E.N., Barbieri R. Assessment of autonomic control and respiratory sinus arrhythmia using point process models of human heart beat dynamics. IEEE Trans Biomed Eng 2009, 56(7):1791-1802.
    • (2009) IEEE Trans Biomed Eng , vol.56 , Issue.7 , pp. 1791-1802
    • Chen, Z.1    Brown, E.N.2    Barbieri, R.3
  • 25
    • 77952555106 scopus 로고    scopus 로고
    • Characterizing nonlinear heartbeat dynamics within a point process framework
    • Chen Z., Brown E.N., Barbieri R. Characterizing nonlinear heartbeat dynamics within a point process framework. IEEE Trans Biomed Eng 2010, 57(6):1335-1347.
    • (2010) IEEE Trans Biomed Eng , vol.57 , Issue.6 , pp. 1335-1347
    • Chen, Z.1    Brown, E.N.2    Barbieri, R.3
  • 27
    • 78650855032 scopus 로고    scopus 로고
    • Dynamic assessment of baroreflex control of heart rate during induction of propofol anesthesia using a point process method
    • Chen Z., Purdon P.L., Harrell G., Pierce E.T., Walsh J., Brown E.N., et al. Dynamic assessment of baroreflex control of heart rate during induction of propofol anesthesia using a point process method. Ann Biomed Eng 2011, 39(1):260-276.
    • (2011) Ann Biomed Eng , vol.39 , Issue.1 , pp. 260-276
    • Chen, Z.1    Purdon, P.L.2    Harrell, G.3    Pierce, E.T.4    Walsh, J.5    Brown, E.N.6
  • 29
    • 79959536375 scopus 로고    scopus 로고
    • Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex
    • Chestek C.A., Gilja V., Nuyujukian P., Foster J.D., Fan J.M., Kaufman M.T., et al. Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex. J Neural Eng 2011, 8(4).
    • (2011) J Neural Eng , vol.8 , Issue.4
    • Chestek, C.A.1    Gilja, V.2    Nuyujukian, P.3    Foster, J.D.4    Fan, J.M.5    Kaufman, M.T.6
  • 31
  • 34
    • 0036828974 scopus 로고    scopus 로고
    • Connecting cortex to machines: recent advances in brain interfaces
    • Donoghue J.P. Connecting cortex to machines: recent advances in brain interfaces. Nat Neurosci 2002, 5(Suppl.):1085-1088.
    • (2002) Nat Neurosci , vol.5 , Issue.SUPPL. , pp. 1085-1088
    • Donoghue, J.P.1
  • 35
    • 1842733199 scopus 로고    scopus 로고
    • Dynamic analysis of neural encoding by point process adaptive filtering
    • Eden U.T., Frank L.M., Barbieri R., Solo V., Brown E.N. Dynamic analysis of neural encoding by point process adaptive filtering. Neural Comput 2004, 16(5):971-998.
    • (2004) Neural Comput , vol.16 , Issue.5 , pp. 971-998
    • Eden, U.T.1    Frank, L.M.2    Barbieri, R.3    Solo, V.4    Brown, E.N.5
  • 37
    • 0037198386 scopus 로고    scopus 로고
    • MEA-Tools: an open source toolbox for the analysis of multi-electrode data with MATLAB
    • Egert U., Knott T., Schwarz C., Nawrot M.P., Brandt A., Rotter S., et al. MEA-Tools: an open source toolbox for the analysis of multi-electrode data with MATLAB. J Neurosci Methods 2002, 117(1):33-42.
    • (2002) J Neurosci Methods , vol.117 , Issue.1 , pp. 33-42
    • Egert, U.1    Knott, T.2    Schwarz, C.3    Nawrot, M.P.4    Brandt, A.5    Rotter, S.6
  • 38
    • 33749169362 scopus 로고    scopus 로고
    • Hippocampal and cortical place cell plasticity: implications for episodic memory
    • Frank L.M., Brown E.N., Stanley G.B. Hippocampal and cortical place cell plasticity: implications for episodic memory. Hippocampus 2006, 16(9):775-784.
    • (2006) Hippocampus , vol.16 , Issue.9 , pp. 775-784
    • Frank, L.M.1    Brown, E.N.2    Stanley, G.B.3
  • 39
    • 0036581332 scopus 로고    scopus 로고
    • Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: an adaptive filtering approach
    • Frank L.M., Eden U.T., Solo V., Wilson M.A., Brown E.N. Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: an adaptive filtering approach. J Neurosci 2002, 22(9):3817-3830.
    • (2002) J Neurosci , vol.22 , Issue.9 , pp. 3817-3830
    • Frank, L.M.1    Eden, U.T.2    Solo, V.3    Wilson, M.A.4    Brown, E.N.5
  • 40
    • 4444262376 scopus 로고    scopus 로고
    • Hippocampal plasticity across multiple days of exposure to novel environments
    • Frank L.M., Stanley G.B., Brown E.N. Hippocampal plasticity across multiple days of exposure to novel environments. J Neurosci 2004, 24(35):7681-7689.
    • (2004) J Neurosci , vol.24 , Issue.35 , pp. 7681-7689
    • Frank, L.M.1    Stanley, G.B.2    Brown, E.N.3
  • 42
    • 0002318041 scopus 로고
    • An approach to the quantitative analysis of electrophysiological data from single neurons
    • Gerstein G.L., Kiang N.S. An approach to the quantitative analysis of electrophysiological data from single neurons. Biophys J 1960, 1:15-28.
    • (1960) Biophys J , vol.1 , pp. 15-28
    • Gerstein, G.L.1    Kiang, N.S.2
  • 43
    • 70449709283 scopus 로고    scopus 로고
    • Spike train analysis toolkit: enabling wider application of information-theoretic techniques to neurophysiology
    • Goldberg D.H., Victor J.D., Gardner E.P., Gardner D. Spike train analysis toolkit: enabling wider application of information-theoretic techniques to neurophysiology. Neuroinformatics 2009, 7(3):165-178.
    • (2009) Neuroinformatics , vol.7 , Issue.3 , pp. 165-178
    • Goldberg, D.H.1    Victor, J.D.2    Gardner, E.P.3    Gardner, D.4
  • 44
    • 78149322645 scopus 로고    scopus 로고
    • Discrete time rescaling theorem: determining goodness of fit for discrete time statistical models of neural spiking
    • Haslinger R., Pipa G., Brown E.N. Discrete time rescaling theorem: determining goodness of fit for discrete time statistical models of neural spiking. Neural Comput 2010, 22(10):2477-2506.
    • (2010) Neural Comput , vol.22 , Issue.10 , pp. 2477-2506
    • Haslinger, R.1    Pipa, G.2    Brown, E.N.3
  • 46
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman R. A new approach to linear filtering and prediction problems. J Basic Eng 1960, 82(1):35-45.
    • (1960) J Basic Eng , vol.82 , Issue.1 , pp. 35-45
    • Kalman, R.1
  • 47
    • 79953672492 scopus 로고    scopus 로고
    • A Granger causality measure for point process models of ensemble neural spiking activity
    • Kim S., Putrino D.F., Ghosh S., Brown E.N. A Granger causality measure for point process models of ensemble neural spiking activity. PLoS Comp Biol 2011, 7(3):1-13.
    • (2011) PLoS Comp Biol , vol.7 , Issue.3 , pp. 1-13
    • Kim, S.1    Putrino, D.F.2    Ghosh, S.3    Brown, E.N.4
  • 48
    • 77954724849 scopus 로고    scopus 로고
    • Multivariate autoregressive modeling and granger causality analysis of multiple spike trains
    • Krumin M., Shoham S.S. Multivariate autoregressive modeling and granger causality analysis of multiple spike trains. Comput Intell Neurosci 2010, 1-9.
    • (2010) Comput Intell Neurosci , pp. 1-9
    • Krumin, M.1    Shoham, S.S.2
  • 50
    • 84862971409 scopus 로고    scopus 로고
    • SPKtool: an open source toolbox for electrophysiological data processing
    • Liu X.Q., Wu X., Liu C. SPKtool: an open source toolbox for electrophysiological data processing. CORD conference proceedings, vol. 1 2011, 854-857.
    • (2011) CORD conference proceedings, vol. 1 , pp. 854-857
    • Liu, X.Q.1    Wu, X.2    Liu, C.3
  • 52
    • 53249119005 scopus 로고    scopus 로고
    • FIND - a unified framework for neural data analysis
    • Meier R., Egert U., Aertsen A., Nawrot M.P. FIND - a unified framework for neural data analysis. Neural Netw 2008, 21(8):1085-1093.
    • (2008) Neural Netw , vol.21 , Issue.8 , pp. 1085-1093
    • Meier, R.1    Egert, U.2    Aertsen, A.3    Nawrot, M.P.4
  • 53
    • 0032717445 scopus 로고    scopus 로고
    • Motor cortical representation of speed and direction during reaching
    • Moran D.W., Schwartz A.B. Motor cortical representation of speed and direction during reaching. J Neurophysiol 1999, 82(5):2676-2692.
    • (1999) J Neurophysiol , vol.82 , Issue.5 , pp. 2676-2692
    • Moran, D.W.1    Schwartz, A.B.2
  • 54
    • 0019396823 scopus 로고
    • On Lewis' simulation method for point processes
    • Ogata Y. On Lewis' simulation method for point processes. IEEE Trans Inform Theory 1981, 27(1):23-31.
    • (1981) IEEE Trans Inform Theory , vol.27 , Issue.1 , pp. 23-31
    • Ogata, Y.1
  • 55
    • 0017126949 scopus 로고
    • Place units in the hippocampus of the freely moving rat
    • O'Keefe J. Place units in the hippocampus of the freely moving rat. Exp Neurol 1976, 51(1):78-109.
    • (1976) Exp Neurol , vol.51 , Issue.1 , pp. 78-109
    • O'Keefe, J.1
  • 56
    • 0017893403 scopus 로고
    • Hippocampal place units in the freely moving rat: why they fire where they fire
    • O'Keefe J., Conway D.H. Hippocampal place units in the freely moving rat: why they fire where they fire. Exp Brain Res 1978, 31(4):573-590.
    • (1978) Exp Brain Res , vol.31 , Issue.4 , pp. 573-590
    • O'Keefe, J.1    Conway, D.H.2
  • 57
    • 0015145985 scopus 로고
    • The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat
    • O'Keefe J., Dostrovsky J. The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat. Brain Res 1971, 34(1):171-175.
    • (1971) Brain Res , vol.34 , Issue.1 , pp. 171-175
    • O'Keefe, J.1    Dostrovsky, J.2
  • 58
    • 0023897920 scopus 로고
    • On the significance of correlations among neuronal spike trains
    • Palm G., Aertsen A.M.H.J., Gerstein G.L. On the significance of correlations among neuronal spike trains. Biol Cybern 1988, 59(1):1-11.
    • (1988) Biol Cybern , vol.59 , Issue.1 , pp. 1-11
    • Palm, G.1    Aertsen, A.M.H.J.2    Gerstein, G.L.3
  • 59
    • 34848820532 scopus 로고    scopus 로고
    • Statistical models for neural encoding, decoding, and optimal stimulus design
    • Paninski L.L., Pillow J.W., Lewi J.J. Statistical models for neural encoding, decoding, and optimal stimulus design. Prog Brain Res 2007, 165:493-507.
    • (2007) Prog Brain Res , vol.165 , pp. 493-507
    • Paninski, L.L.1    Pillow, J.W.2    Lewi, J.J.3
  • 60
    • 84868350746 scopus 로고    scopus 로고
    • A model-based framework for the analysis of miniature post-synaptic currents
    • Phillips M., Lewis L., Constantine-Paton M., Brown E.N. A model-based framework for the analysis of miniature post-synaptic currents. BMC Neurosci 2010, 11:193.
    • (2010) BMC Neurosci , vol.11 , pp. 193
    • Phillips, M.1    Lewis, L.2    Constantine-Paton, M.3    Brown, E.N.4
  • 61
    • 84868363739 scopus 로고    scopus 로고
    • Mapping of visual receptive fields by tomographic reconstruction
    • Pipa G., Chen Z., Neuenschwander S., Lima B., Brown E.N. Mapping of visual receptive fields by tomographic reconstruction. Neural Comput 2012, 24(10):2543-2578.
    • (2012) Neural Comput , vol.24 , Issue.10 , pp. 2543-2578
    • Pipa, G.1    Chen, Z.2    Neuenschwander, S.3    Lima, B.4    Brown, E.N.5
  • 62
    • 21644483999 scopus 로고
    • Maximum likelihood estimates of linear dynamic systems
    • Rauch H., Tung F., Striebel C. Maximum likelihood estimates of linear dynamic systems. AIAA J 1965, 3(8):1445-1450.
    • (1965) AIAA J , vol.3 , Issue.8 , pp. 1445-1450
    • Rauch, H.1    Tung, F.2    Striebel, C.3
  • 65
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Ann Stat 1978, 6(2):461-464.
    • (1978) Ann Stat , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 66
    • 35348919678 scopus 로고    scopus 로고
    • General-purpose filter design for neural prosthetic devices
    • Srinivasan L., Eden U.T., Mitter S.K., Brown E.N. General-purpose filter design for neural prosthetic devices. J Neurophysiol 2007, 98(4):2456-2475.
    • (2007) J Neurophysiol , vol.98 , Issue.4 , pp. 2456-2475
    • Srinivasan, L.1    Eden, U.T.2    Mitter, S.K.3    Brown, E.N.4
  • 67
    • 33749446319 scopus 로고    scopus 로고
    • A state-space analysis for reconstruction of goal-directed movements using neural signals
    • Srinivasan L., Eden U.T., Willsky A.S., Brown E.N. A state-space analysis for reconstruction of goal-directed movements using neural signals. Neural Comput 2006, 18(10):2465-2494.
    • (2006) Neural Comput , vol.18 , Issue.10 , pp. 2465-2494
    • Srinivasan, L.1    Eden, U.T.2    Willsky, A.S.3    Brown, E.N.4
  • 68
    • 35148879706 scopus 로고    scopus 로고
    • Graph theoretical analysis of complex networks in the brain
    • Stam C.J., Reijneveld J.C. Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 2007, 1(1):3.
    • (2007) Nonlinear Biomed Phys , vol.1 , Issue.1 , pp. 3
    • Stam, C.J.1    Reijneveld, J.C.2
  • 69
    • 56149091091 scopus 로고    scopus 로고
    • Rapid changes in thalamic firing synchrony during repetitive whisker stimulation
    • Temereanca S., Brown E.N., Simons D.J. Rapid changes in thalamic firing synchrony during repetitive whisker stimulation. J Neurosci 2008, 28(44):11153-11164.
    • (2008) J Neurosci , vol.28 , Issue.44 , pp. 11153-11164
    • Temereanca, S.1    Brown, E.N.2    Simons, D.J.3
  • 70
    • 0037389175 scopus 로고    scopus 로고
    • Local field potentials and the encoding of whisker deflections by population firing synchrony in thalamic barreloids
    • Temereanca S., Simons D.J. Local field potentials and the encoding of whisker deflections by population firing synchrony in thalamic barreloids. J Neurophysiol 2003, 89(4):2137-2145.
    • (2003) J Neurophysiol , vol.89 , Issue.4 , pp. 2137-2145
    • Temereanca, S.1    Simons, D.J.2
  • 71
    • 0020189541 scopus 로고
    • Spectrum estimation and harmonic analysis
    • Thomson D. Spectrum estimation and harmonic analysis. Proceedings of the IEEE 1982, 1055-1096.
    • (1982) Proceedings of the IEEE , pp. 1055-1096
    • Thomson, D.1
  • 72
    • 12544253489 scopus 로고    scopus 로고
    • A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects
    • Truccolo W., Eden U.T., Fellows M.R., Donoghue J.P., Brown E.N. A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects. J Neurophysiol 2005, 93(2):1074-1089.
    • (2005) J Neurophysiol , vol.93 , Issue.2 , pp. 1074-1089
    • Truccolo, W.1    Eden, U.T.2    Fellows, M.R.3    Donoghue, J.P.4    Brown, E.N.5
  • 73
    • 84863868057 scopus 로고    scopus 로고
    • Modeling the impact of common noise inputs on the network activity of retinal ganglion cells
    • Vidne M., Ahmadian Y., Shlens J., Pillow J.W., Kulkarni J., Litke A.M., et al. Modeling the impact of common noise inputs on the network activity of retinal ganglion cells. J Comput Neurosci 2012, 33(1):97-121.
    • (2012) J Comput Neurosci , vol.33 , Issue.1 , pp. 97-121
    • Vidne, M.1    Ahmadian, Y.2    Shlens, J.3    Pillow, J.W.4    Kulkarni, J.5    Litke, A.M.6


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