Citations for STDP allows fast rate-modulated coding with Poisson-like spike trains (Gilson et al. 2011)
| Legends: | Link to a Model | Reference cited by multiple papers |
Gilson M, Masquelier T, Hugues E (2011) STDP allows fast rate-modulated coding with Poisson-like spike trains. PLoS Comput Biol 7:e1002231 [PubMed]
References and models cited by this paper | References and models that cite this paper | |||||||||||||||||
Agus TR, Thorpe SJ, Pressnitzer D (2010) Rapid formation of robust auditory memories: insights from noise. Neuron 66:610-8 [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] Berry MJ, Meister M (1998) Refractoriness and neural precision. J Neurosci 18:2200-11 [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] Billings G, van Rossum MC (2009) Memory retention and spike-timing-dependent plasticity. J Neurophysiol 101:2775-88 [Journal] [PubMed] Buracas GT, Zador AM, DeWeese MR, Albright TD (1998) Efficient discrimination of temporal patterns by motion-sensitive neurons in primate visual cortex. Neuron 20:959-69 [PubMed] Butts DA, Weng C, Jin J, Yeh CI, Lesica NA, Alonso JM, Stanley GB (2007) Temporal precision in the neural code and the timescales of natural vision. Nature 449:92-5 [Journal] [PubMed] Caporale N, Dan Y (2008) Spike timing-dependent plasticity: a Hebbian learning rule. Annu Rev Neurosci 31:25-46 [Journal] [PubMed] Chase SM, Young ED (2007) First-spike latency information in single neurons increases when referenced to population onset. Proc Natl Acad Sci U S A 104:5175-80 [Journal] [PubMed] Desbordes G, Jin J, Weng C, Lesica NA, Stanley GB, Alonso JM (2008) Timing precision in population coding of natural scenes in the early visual system. PLoS Biol 6:e324 [Journal] [PubMed] Fellous JM, Tiesinga PH, Thomas PJ, Sejnowski TJ (2004) Discovering spike patterns in neuronal responses. J Neurosci 24:2989-3001 [Journal] [PubMed] Fiete IR, Senn W, Wang CZ, Hahnloser RH (2010) Spike-time-dependent plasticity and heterosynaptic competition organize networks to produce long scale-free sequences of neural activity. Neuron 65:563-76 [Journal] [PubMed] Frostig RD, Frostig Z, Harper RM (1990) Recurring discharge patterns in multiple spike trains. I. Detection. Biol Cybern 62:487-93 [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] Gilson M, Burkitt AN, Grayden DB, Thomas DA, van Hemmen JL (2009) Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity--strengthening correlated input pathways. Biol Cybern 101:81-102 [Journal] [PubMed] Gilson M, Burkitt AN, Grayden DB, Thomas DA, van Hemmen JL (2009) Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV: structuring synaptic pathways among recurrent connections. Biol Cybern 101:427-44 [Journal] [PubMed] Gilson M, Burkitt AN, Grayden DB, Thomas DA, van Hemmen JL (2010) Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence. Biol Cybern 103:365-86 [Journal] [PubMed] Gollisch T, Meister M (2008) Rapid neural coding in the retina with relative spike latencies. Science 319:1108-11 [Journal] [PubMed] Goodman D, Brette R (2008) Brian: a simulator for spiking neural networks in python. Front Neuroinform 2:5 [Journal] [PubMed] Gütig R, Aharonov R, Rotter S, Sompolinsky H (2003) Learning input correlations through nonlinear temporally asymmetric Hebbian plasticity. J Neurosci 23:3697-714 [PubMed] Haider B, Duque A, Hasenstaub AR, McCormick DA (2006) Neocortical network activity in vivo is generated through a dynamic balance of excitation and inhibition. J Neurosci 26:4535-45 [Journal] [PubMed] Haider B, Krause MR, Duque A, Yu Y, Touryan J, Mazer JA, McCormick DA (2010) Synaptic and network mechanisms of sparse and reliable visual cortical activity during nonclassical receptive field stimulation. Neuron 65:107-21 [Journal] [PubMed] Ikegaya Y, Matsumoto W, Chiou HY, Yuste R, Aaron G (2008) Statistical significance of precisely repeated intracellular synaptic patterns. PLoS One 3:e3983 [Journal] [PubMed] Izhikevich EM (2006) Polychronization: computation with spikes. Neural Comput 18:245-82 [Journal] [PubMed]
Johansson RS, Birznieks I (2004) First spikes in ensembles of human tactile afferents code complex spatial fingertip events. Nat Neurosci 7:170-7 [Journal] [PubMed] Kempter R, Gerstner W, van_Hemmen JL (1999) Hebbian learning and spiking neurons Physical Review E 59:4498-4514 [Journal] Kistler WM, van Hemmen JL (2000) Modeling synaptic plasticity in conjuction with the timing of pre- and postsynaptic action potentials. Neural Comput 12:385-405 [PubMed] Lu T, Liang L, Wang X (2001) Temporal and rate representations of time-varying signals in the auditory cortex of awake primates. Nat Neurosci 4:1131-8 [Journal] [PubMed] Luczak A, Barthó P, Marguet SL, Buzsáki G, Harris KD (2007) Sequential structure of neocortical spontaneous activity in vivo. Proc Natl Acad Sci U S A 104:347-52 [Journal] [PubMed] Masquelier T, Guyonneau R, Thorpe SJ (2008) Spike timing dependent plasticity finds the start of repeating patterns in continuous spike trains. PLoS One 3:e1377 [Journal] [PubMed] Masquelier T, Guyonneau R, Thorpe SJ (2009) Competitive STDP-based spike pattern learning. Neural Comput 21:1259-76 [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]
Meffin H, Besson J, Burkitt AN, Grayden DB (2006) Learning the structure of correlated synaptic subgroups using stable and competitive spike-timing-dependent plasticity. Phys Rev E Stat Nonlin Soft Matter Phys 73:041911 [Journal] [PubMed] Morrison A, Aertsen A, Diesmann M (2007) Spike-timing-dependent plasticity in balanced random networks. Neural Comput 19:1437-67 [Journal] [PubMed] Nowotny T, Rabinovich MI, Abarbanel HD (2003) Spatial representation of temporal information through spike-timing-dependent plasticity. Phys Rev E Stat Nonlin Soft Matter Phys 68:011908 [Journal] [PubMed] Prut Y, Vaadia E, Bergman H, Haalman I, Slovin H, Abeles M (1998) Spatiotemporal structure of cortical activity: properties and behavioral relevance. J Neurophysiol 79:2857-74 [Journal] [PubMed] Reinagel P, Reid RC (2000) Temporal coding of visual information in the thalamus. J Neurosci 20:5392-400 [PubMed] Reinagel P, Reid RC (2002) Precise firing events are conserved across neurons. J Neurosci 22:6837-41 [Journal] [PubMed] Richmond BJ (2009) Stochasticity, spikes and decoding: sufficiency and utility of order statistics. Biol Cybern 100:447-57 [Journal] [PubMed] Rolston JD, Wagenaar DA, Potter SM (2007) Precisely timed spatiotemporal patterns of neural activity in dissociated cortical cultures. Neuroscience 148:294-303 [Journal] [PubMed] Rudolph M, Pospischil M, Timofeev I, Destexhe A (2007) Inhibition determines membrane potential dynamics and controls action potential generation in awake and sleeping cat cortex. J Neurosci 27:5280-90 [Journal] [PubMed]
Safiulina VF, Caiati MD, Sivakumaran S, Bisson G, Migliore M, Cherubini E (2010) Control of GABA Release at Mossy Fiber-CA3 Connections in the Developing Hippocampus. Front Synaptic Neurosci 2:1 [Journal] [PubMed]
Sasaki Y, Nanez JE, Watanabe T (2010) Advances in visual perceptual learning and plasticity. Nat Rev Neurosci 11:53-60 [Journal] [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] 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, Abbott LF (2001) Cortical development and remapping through spike timing-dependent plasticity. Neuron 32:339-50 [PubMed] Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [Journal] [PubMed] Sprekeler H, Michaelis C, Wiskott L (2007) Slowness: an objective for spike-timing-dependent plasticity? PLoS Comput Biol 3:e112 [Journal] [PubMed] Suri RE, Sejnowski TJ (2002) Spike propagation synchronized by temporally asymmetric Hebbian learning. Biol Cybern 87:440-5 [Journal] [PubMed] Tiesinga P, Fellous JM, Sejnowski TJ (2008) Regulation of spike timing in visual cortical circuits. Nat Rev Neurosci 9:97-107 [Journal] [PubMed] Turrigiano GG (2008) The self-tuning neuron: synaptic scaling of excitatory synapses. Cell 135:422-35 [Journal] [PubMed] van Rossum MC, Bi GQ, Turrigiano GG (2000) Stable Hebbian learning from spike timing-dependent plasticity. J Neurosci 20:8812-21 [PubMed] Van_rossum MCW, Turrigiano GG (2001) Correlation based learning from spike timing dependent plasticity Neurocomputing 38:409-415 | Masquelier T (2018) STDP Allows Close-to-Optimal Spatiotemporal Spike Pattern Detection by Single Coincidence Detector Neurons. Neuroscience 389:133-140 [Journal] [PubMed]
Masquelier T, Deco G (2013) Network bursting dynamics in excitatory cortical neuron cultures results from the combination of different adaptive mechanisms. PLoS One 8:e75824 [Journal] [PubMed]
Masquelier T, Saeed Reza Kheradpisheh SR (2018) Optimal localist and distributed coding of spatiotemporal spike patterns through STDP and coincidence detection Front. Comput. Neurosci. [Journal]
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]
| |||||||||||||||||