References and models cited by this paper | References and models that cite this paper | |||||||||
Abbott LF, Nelson SB (2000) Synaptic plasticity: taming the beast. Nat Neurosci 3 Suppl:1178-83 [Journal] [PubMed] Abeles M (1991) Corticonics: Neural Circuits of the Cerebral Cortex. Bair W (1999) Spike timing in the mammalian visual system. Curr Opin Neurobiol 9:447-53 [Journal] [PubMed] Bair W, Koch C (1996) Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey. Neural Comput 8:1185-202 [PubMed] Bell CC, Han VZ, Sugawara Y, Grant K (1997) Synaptic plasticity in a cerebellum-like structure depends on temporal order. Nature 387:278-81 [Journal] [PubMed] Bi G, Poo M (2001) Synaptic modification by correlated activity: Hebb's postulate revisited. Annu Rev Neurosci 24:139-66 [Journal] [PubMed] 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] Bialek W, Rieke F, de Ruyter van Steveninck RR, Warland D (1991) Reading a neural code. Science 252:1854-7 [PubMed] Câteau H, Fukai T (2003) A stochastic method to predict the consequence of arbitrary forms of spike-timing-dependent plasticity. Neural Comput 15:597-620 [Journal] [PubMed] de Ruyter van Steveninck RR, Lewen GD, Strong SP, Koberle R, Bialek W (1997) Reproducibility and variability in neural spike trains. Science 275:1805-8 [PubMed] Egger V, Feldmeyer D, Sakmann B (1999) Coincidence detection and changes of synaptic efficacy in spiny stellate neurons in rat barrel cortex. Nat Neurosci 2:1098-105 [Journal] [PubMed] Engel AK, König P, Kreiter AK, Schillen TB, Singer W (1992) Temporal coding in the visual cortex: new vistas on integration in the nervous system. Trends Neurosci 15:218-26 [PubMed] EVARTS EV (1964) TEMPORAL PATTERNS OF DISCHARGE OF PYRAMIDAL TRACT NEURONS DURING SLEEP AND WAKING IN THE MONKEY. J Neurophysiol 27:152-71 [Journal] [PubMed] 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] Froemke RC, Dan Y (2002) Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416:433-8 [Journal] [PubMed] Gautrais J, Thorpe S (1998) Rate coding versus temporal order coding: a theoretical approach. Biosystems 48:57-65 [PubMed] Gerstner W, Kempter R, van Hemmen JL, Wagner H (1996) A neuronal learning rule for sub-millisecond temporal coding. Nature 383:76-81 [Journal] [PubMed] Gerstner W, Kistler WM (2002) Mathematical formulations of Hebbian learning. Biol Cybern 87:404-15 [Journal] [PubMed] Gerstner W, Kistler WM (2002) Spiking neuron models Gerstner W, Kreiter AK, Markram H, Herz AV (1997) Neural codes: firing rates and beyond. Proc Natl Acad Sci U S A 94:12740-1 [PubMed] Green DM, Swets JA (1966) Signal Detection Theory and Psychophysics. Heil P (1997) Auditory cortical onset responses revisited. I. First-spike timing. J Neurophysiol 77:2616-41 [Journal] [PubMed] Hopfield JJ (1995) Pattern recognition computation using action potential timing for stimulus representation. Nature 376:33-6 [Journal] [PubMed] HUBEL DH (1959) Single unit activity in striate cortex of unrestrained cats. J Physiol 147:226-38 [PubMed] Kempter R, Gerstner W, van_Hemmen JL (1999) Hebbian learning and spiking neurons Physical Review E 59:4498-4514 [Journal] Kepecs A, van Rossum MC, Song S, Tegner J (2002) Spike-timing-dependent plasticity: common themes and divergent vistas. Biol Cybern 87:446-58 [Journal] [PubMed] Liu RC, Tzonev S, Rebrik S, Miller KD (2001) Variability and information in a neural code of the cat lateral geniculate nucleus. J Neurophysiol 86:2789-806 [Journal] [PubMed] Mainen ZF, Sejnowski TJ (1995) Reliability of spike timing in neocortical neurons. Science 268:1503-6 [PubMed] Markram H, Lübke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-5 [PubMed] Markram H, Tsodyks M (1996) Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature 382:807-10 [Journal] [PubMed] Meister M, Berry MJ (1999) The neural code of the retina. Neuron 22:435-50 [PubMed] Nakamura K (1998) Neural processing in the subsecond time range in the temporal cortex. Neural Comput 10:567-95 [PubMed] Panzeri S, Petersen RS, Schultz SR, Lebedev M, Diamond ME (2001) The role of spike timing in the coding of stimulus location in rat somatosensory cortex. Neuron 29:769-77 [PubMed] Perkel DH, Bullock TH (1969) Neural coding Neurosciences research symposium summaries, Schmitt FO:Melnechuk T:Quarton GC:Adelman G, ed. pp.405 Petersen RS, Panzeri S, Diamond ME (2001) Population coding of stimulus location in rat somatosensory cortex. Neuron 32:503-14 [PubMed] 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 Richmond BJ, Optican LM (1990) Temporal encoding of two-dimensional patterns by single units in primate primary visual cortex. II. Information transmission. J Neurophysiol 64:370-80 [Journal] [PubMed] Rubin J, Lee DD, Sompolinsky H (2001) Equilibrium properties of temporally asymmetric Hebbian plasticity. Phys Rev Lett 86:364-7 [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] Sestokas AK, Lehmkuhle S, Kratz KE (1991) Relationship between response latency and amplitude for ganglion and geniculate X- and Y-cells in the cat. Int J Neurosci 60:59-64 [PubMed] Shadlen MN, Newsome WT (1994) Noise, neural codes and cortical organization. Curr Opin Neurobiol 4:569-79 [PubMed] Shadlen MN, Newsome WT (1998) The variable discharge of cortical neurons: implications for connectivity, computation, and information coding. J Neurosci 18:3870-96 [Journal] [PubMed] Sjöström PJ, Nelson SB (2002) Spike timing, calcium signals and synaptic plasticity. Curr Opin Neurobiol 12:305-14 [PubMed] Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [Journal] [PubMed] Steriade M, Oakson G, Kitsikis A (1978) Firing rates and patterns of output and nonoutput cells in cortical areas 5 and 7 of cat during the sleep-waking cycle. Exp Neurol 60:443-68 [PubMed] Thomson AM, Deuchars J (1994) Temporal and spatial properties of local circuits in neocortex. Trends Neurosci 17:119-26 [PubMed] Thorpe S, Imbert M (1989) Biological constraints on connectionist modelling. Connectionism in Perspective., Pfeifer, ed. Tsodyks M (2002) Spike-timing-dependent synaptic plasticity - the long road towards understanding neuronal mechanisms of learning and memory. Trends Neurosci 25:599-600 [PubMed] van Rossum MC, Bi GQ, Turrigiano GG (2000) Stable Hebbian learning from spike timing-dependent plasticity. J Neurosci 20:8812-21 [PubMed] Van Rullen R, Thorpe SJ (2001) Rate coding versus temporal order coding: what the retinal ganglion cells tell the visual cortex. Neural Comput 13:1255-83 [PubMed] VanRullen R, Thorpe SJ (2002) Surfing a spike wave down the ventral stream. Vision Res 42:2593-615 [PubMed] Victor JD, Purpura KP (1996) Nature and precision of temporal coding in visual cortex: a metric-space analysis. J Neurophysiol 76:1310-26 [Journal] [PubMed] Volgushev M, Voronin LL, Chistiakova M, Singer W (1997) Relations between long-term synaptic modifications and paired-pulse interactions in the rat neocortex. Eur J Neurosci 9:1656-65 [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 [Journal] [PubMed] | Davison AP, Frégnac Y (2006) Learning cross-modal spatial transformations through spike timing-dependent plasticity. J Neurosci 26:5604-15 [Journal] [PubMed]
Masquelier T, Hugues E, Deco G, Thorpe SJ (2009) Oscillations, phase-of-firing coding, and spike timing-dependent plasticity: an efficient learning scheme. J Neurosci 29:13484-93 [Journal] [PubMed]
Morrison A, Aertsen A, Diesmann M (2007) Spike-timing-dependent plasticity in balanced random networks. Neural Comput 19:1437-67 [Journal] [PubMed] Mozafari M, Kheradpisheh SR, Masquelier T, Nowzari-Dalini A, Ganjtabesh M (2018) First-Spike-Based Visual Categorization Using Reward-Modulated STDP IEEE Transactions on Neural Networks and Learning Systems :1-13 [Journal]
Sadeh S, Clopath C, Rotter S (2015) Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity. PLoS Comput Biol 11:e1004307 [Journal] [PubMed]
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