Citation Relationships



Buchs NJ, Senn W (2002) Spike-based synaptic plasticity and the emergence of direction selective simple cells: simulation results. J Comput Neurosci 13:167-86

References and models cited by this paper

References and models that cite this paper

Adelson EH, Bergen JR (1985) Spatiotemporal energy models for the perception of motion. J Opt Soc Am A 2:284-99 [PubMed]

Ahmed B, Anderson JC, Douglas RJ, Martin KA, Nelson JC (1994) Polyneuronal innervation of spiny stellate neurons in cat visual cortex. J Comp Neurol 341:39-49 [PubMed]

Albus K, Wolf W (1984) Early post-natal development of neuronal function in the kitten's visual cortex: a laminar analysis. J Physiol 348:153-85

Bi GQ, Poo MM (1998) Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type. J Neurosci 18:10464-72 [PubMed]

Bienenstock EL, Cooper LN, Munro PW (1982) Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex. J Neurosci 2:32-48 [PubMed]

Blais B, Cooper LN, Shouval H (2000) Formation of direction selectivity in natural scene environments. Neural Comput 12:1057-66

Borst A, Egelhaaf M (1989) Principles of visual motion detection. Trends Neurosci 12:297-306 [PubMed]

Buchs N, Senn W (1999) Learning direction selectivity through adaptation of the probability of the vesicle release probability Soc Neurosci Abstr :898

Buchs N, Senn W (2001) Learning direction selectivity through spike-timing dependent modification of neurotransmitter release probability Neurocomput 38:121-127

Buchs NJ, Senn W (2003) Spike-based synaptic plasticity and the emergence of direction selective simple cells: simulation results. J Comput Neurosci 13:167-86 [Journal]

Carandini M, Ferster D (2000) Membrane potential and firing rate in cat primary visual cortex. J Neurosci 20:470-84 [PubMed]

Carandini M, Heeger D, Senn W (2001) Thalamocortical synaptic depression and the responsiveness of the primary visual cortex Neuron

Chance FS, Nelson SB, Abbott LF (1998) Synaptic depression and the temporal response characteristics of V1 cells. J Neurosci 18:4785-99 [PubMed]

Cremieux J, Orban GA, Duysens J, Amblard B (1987) Response properties of area 17 neurons in cats reared in stroboscopic illumination. J Neurophysiol 57:1511-35 [Journal]

Djupsund K, Hayden B, Ham T, Dan Y (2001) Stimulus-timing dependent plasticity of intracortical connectivity in adult V1 Soc Neurosci Abstr :619

Durand S, Freeman T, Mante V, Kiper D, Carandini M (2001) Crossorientation suppression in cat V1 with very fast stimuli Soc Neurosci Abstr

Feidler J, Saul A, Murthy A, Humphrey A (1997) Hebbian learning and the development of direction selectivity: The role of geniculate response timing Network: Computation In Neural Systems 8:195-214

Feldman DE (2000) Timing-based LTP and LTD at vertical inputs to layer II/III pyramidal cells in rat barrel cortex. Neuron 27:45-56 [PubMed]

Freeman T, Durand S, Kiper D, Carandini M (2001) Crossorientation suppression in V1 following cortical adaptation Soc Neurosci Abstr

Fusi S, Annunziato M, Badoni D, Salamon A, Amit DJ (2000) Spike-driven synaptic plasticity: theory, simulation, VLSI implementation. Neural Comput 12:2227-58

Gao H, Y-x FU, Shen K, Dan Y (2001) Spatial plasticity of receptive fields in the cat primary visual cortex Soc Neurosci Abstr :821

Geinisman Y, Berry RW, Disterhoft JF, Power JM, Van der Zee EA (2001) Associative learning elicits the formation of multiple-synapse boutons. J Neurosci 21:5568-73

Hawken MJ, Shapley RM, Grosof DH (1996) Temporal-frequency selectivity in monkey visual cortex. Vis Neurosci 13:477-92 [PubMed]

Heeger DJ (1993) Modeling simple-cell direction selectivity with normalized, half-squared, linear operators. J Neurophysiol 70:1885-98 [Journal]

HUBEL DH, WIESEL TN (1962) Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J Physiol 160:106-54 [PubMed]

HUBEL DH, WIESEL TN (1963) RECEPTIVE FIELDS OF CELLS IN STRIATE CORTEX OF VERY YOUNG, VISUALLY INEXPERIENCED KITTENS. J Neurophysiol 26:994-1002 [Journal] [PubMed]

Humphrey AL, Saul AB (1998) Strobe rearing reduces direction selectivity in area 17 by altering spatiotemporal receptive-field structure. J Neurophysiol 80:2991-3004 [Journal]

Humphrey AL, Saul AB, Feidler JC (1998) Strobe rearing prevents the convergence of inputs with different response timings onto area 17 simple cells. J Neurophysiol 80:3005-20 [Journal]

Jagadeesh B, Wheat HS, Ferster D (1993) Linearity of summation of synaptic potentials underlying direction selectivity in simple cells of the cat visual cortex. Science 262:1901-4 [PubMed]

Jagadeesh B, Wheat HS, Kontsevich LL, Tyler CW, Ferster D (1997) Direction selectivity of synaptic potentials in simple cells of the cat visual cortex. J Neurophysiol 78:2772-89 [Journal] [PubMed]

Kempter R, Gerstner W, Van_hemmen J (1999) Spike-based compared to rate-based Hebbian learning Advances In Neural Information Processing Systems, Kearns MS:Solla SA:Cohn DA, ed. pp.125

Lendvai B, Stern EA, Chen B, Svoboda K (2000) Experience-dependent plasticity of dendritic spines in the developing rat barrel cortex in vivo. Nature 404:876-81 [PubMed]

Maex R, Orban GA (1996) Model circuit of spiking neurons generating directional selectivity in simple cells. J Neurophysiol 75:1515-45 [Journal] [PubMed]

Markram H, Lubke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-5 [PubMed]

Markram H, Pikus D, Gupta A, Tsodyks M (2003) Potential for multiple mechanisms, phenomena and algorithms for synaptic plasticity at single synapses. Neuropharmacology 37:489-500 [PubMed]

Markram H, Tsodyks M (1996) Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature 382:807-10 [PubMed]

Mehta M (2000) From hippocampus to V1: Effect of LTP on spatio-temporal dynamics of receptive fields Trends in Neuroscience, Bower J, ed. pp.905

Meister M, Lagnado L, Baylor DA (1995) Concerted signaling by retinal ganglion cells. Science 270:1207-10 [PubMed]

Meister M, Wong RO, Baylor DA, Shatz CJ (1991) Synchronous bursts of action potentials in ganglion cells of the developing mammalian retina. Science 252:939-43 [PubMed]

Nagano T, Fujiwara M (1979) A neural network model for the development of direction selectivity in the visual cortex. Biol Cybern 32:1-8

Ohzawa I, Sclar G, Freeman RD (1985) Contrast gain control in the cat's visual system. J Neurophysiol 54:651-67 [Journal] [PubMed]

Orban GA, Gulyas B, Spileers W, Maes H (1987) Responses of cat striate neurons to moving light and dark bars: changes with eccentricity. J Opt Soc Am A 4:1653-65

Pasternak T, Schumer RA, Gizzi MS, Movshon JA (1985) Abolition of visual cortical direction selectivity affects visual behavior in cats. Exp Brain Res 61:214-7

Rao RPN, Sejnowski TJ (2000) Predictive sequence learning in recurrent neocortical circuits Advances In Neural Information Processing Systems, Solla SA:Lee TK:Muller KR, ed. pp.164

Reid RC, Soodak RE, Shapley RM (1987) Linear mechanisms of directional selectivity in simple cells of cat striate cortex. Proc Natl Acad Sci U S A 84:8740-4 [PubMed]

Reid RC, Soodak RE, Shapley RM (1991) Directional selectivity and spatiotemporal structure of receptive fields of simple cells in cat striate cortex. J Neurophysiol 66:505-29 [Journal] [PubMed]

Reid RC, Victor JD, Shapley RM (1992) Broadband temporal stimuli decrease the integration time of neurons in cat striate cortex. Vis Neurosci 9:39-45 [PubMed]

Saul AB, Feidler JC (2002) Development of response timing and direction selectivity in cat visual thalamus and cortex. J Neurosci 22:2945-55

Saul AB, Humphrey AL (1992) Temporal-frequency tuning of direction selectivity in cat visual cortex. Vis Neurosci 8:365-72 [PubMed]

Saul AB, Humphrey AL (1992) Evidence of input from lagged cells in the lateral geniculate nucleus to simple cells in cortical area 17 of the cat. J Neurophysiol 68:1190-208 [Journal] [PubMed]

Senn W, Markram H, Tsodyks M (2001) An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Neural Comput 13:35-67 [PubMed]

Shapley RM (1994) Linearity and non-linearity in cortical receptive fields. Ciba Found Symp 184:71-81; discussion 81-7, 120-8

Softky WR, Koch C (1993) The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs. J Neurosci 13:334-50 [PubMed]

Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [PubMed]

Soodak RE, Shapley RM, Kaplan E (1991) Fine structure of receptive-field centers of X and Y cells of the cat. Vis Neurosci 6:621-8 [PubMed]

Stratford KJ, Tarczy-Hornoch K, Martin KA, Bannister NJ, Jack JJ (1996) Excitatory synaptic inputs to spiny stellate cells in cat visual cortex. Nature 382:258-61 [PubMed]

Suarez H, Koch C, Douglas R (1995) Modeling direction selectivity of simple cells in striate visual cortex within the framework of the canonical microcircuit. J Neurosci 15:6700-19 [PubMed]

Sur M, Leamey CA (2001) Development and plasticity of cortical areas and networks. Nat Rev Neurosci 2:251-62 [PubMed]

Tsodyks MV, Markram H (1997) The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. Proc Natl Acad Sci U S A 94:719-23 [PubMed]

Watson AB, Ahumada AJ (1985) Model of human visual-motion sensing. J Opt Soc Am A 2:322-41

Wimbauer S, Wenisch OG, van Hemmen JL, Miller KD (1997) Development of spatiotemporal receptive fields of simple cells: II. Simulation and analysis. Biol Cybern 77:463-77

Yao H, Dan Y (2001) Stimulus timing-dependent plasticity in cortical processing of orientation. Neuron 32:315-23 [PubMed]

Zhang LI, Tao HW, Holt CE, Harris WA, Poo M (1998) A critical window for cooperation and competition among developing retinotectal synapses. Nature 395:37-44 [PubMed]

Brader JM, Senn W, Fusi S (2007) Learning real-world stimuli in a neural network with spike-driven synaptic dynamics. Neural Comput 19:2881-912 [PubMed]

Hoshino O (2004) Neuronal bases of perceptual learning revealed by a synaptic balance scheme. Neural Comput 16:563-94 [PubMed]

Mikula S, Niebur E (2003) Synaptic depression leads to nonmonotonic frequency dependence in the coincidence detector. Neural Comput 15:2339-58 [PubMed]

Mo CH, Gu M, Koch C (2004) A learning rule for local synaptic interactions between excitation and shunting inhibition. Neural Comput 16:2507-32 [PubMed]

Saudargiene A, Porr B, Worgotter F (2004) How the shape of pre- and postsynaptic signals can influence STDP: a biophysical model. Neural Comput 16:595-625 [PubMed]

Senn W, Buchs NJ (2003) Spike-Based Synaptic Plasticity and the Emergence of Direction Selective Simple Cells: Mathematical Analysis Journal of Computational Neuroscience 14:119-138 [Journal]

Shen YS, Gao H, Yao H (2005) Spike Timing-Dependent Synaptic Plasticity in Visual Cortex: A Modeling Study J Comput Neurosci 18:25-39 [Journal]

Worgotter F, Porr B (2005) Temporal sequence learning, prediction, and control: a review of different models and their relation to biological mechanisms. Neural Comput 17:245-319 [PubMed]

(71 refs)