Memory savings through unified pre- and postsynaptic STDP (Costa et al 2015)


Costa RP, Froemke RC, Sjöström PJ, van Rossum MC. (2015). Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning. eLife. 4 [PubMed]

See more from authors: Costa RP · Froemke RC · Sjöström PJ · van Rossum MC

References and models cited by this paper

Albers C, Schmiedt JT, Pawelzik KR. (2013). Theta-specific susceptibility in a model of adaptive synaptic plasticity. Frontiers in computational neuroscience. 7 [PubMed]

Badel L et al. (2008). Dynamic I-V curves are reliable predictors of naturalistic pyramidal-neuron voltage traces. Journal of neurophysiology. 99 [PubMed]

Bayazitov IT, Richardson RJ, Fricke RG, Zakharenko SS. (2007). Slow presynaptic and fast postsynaptic components of compound long-term potentiation. The Journal of neuroscience : the official journal of the Society for Neuroscience. 27 [PubMed]

Bender VA, Bender KJ, Brasier DJ, Feldman DE. (2006). Two coincidence detectors for spike timing-dependent plasticity in somatosensory cortex. The Journal of neuroscience : the official journal of the Society for Neuroscience. 26 [PubMed]

Bolshakov VY, Golan H, Kandel ER, Siegelbaum SA. (1997). Recruitment of new sites of synaptic transmission during the cAMP-dependent late phase of LTP at CA3-CA1 synapses in the hippocampus. Neuron. 19 [PubMed]

Brette R, Gerstner W. (2005). Adaptive exponential integrate-and-fire model as an effective description of neuronal activity. Journal of neurophysiology. 94 [PubMed]

Carvalho TP, Buonomano DV. (2011). A novel learning rule for long-term plasticity of short-term synaptic plasticity enhances temporal processing. Frontiers in integrative neuroscience. 5 [PubMed]

Cheetham CE, Barnes SJ, Albieri G, Knott GW, Finnerty GT. (2014). Pansynaptic enlargement at adult cortical connections strengthened by experience. Cerebral cortex (New York, N.Y. : 1991). 24 [PubMed]

Clopath C, Büsing L, Vasilaki E, Gerstner W. (2010). Connectivity reflects coding: a model of voltage-based STDP with homeostasis. Nature neuroscience. 13 [PubMed]

Costa RP, Sjöström PJ, van Rossum MC. (2013). Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits. Frontiers in computational neuroscience. 7 [PubMed]

DEL CASTILLO J, KATZ B. (1954). Quantal components of the end-plate potential. The Journal of physiology. 124 [PubMed]

Ebbinghaus H. (2013). Memory: a contribution to experimental psychology. Annals of neurosciences. 20 [PubMed]

Finnerty GT, Roberts LS, Connors BW. (1999). Sensory experience modifies the short-term dynamics of neocortical synapses. Nature. 400 [PubMed]

Froemke RC et al. (2013). Long-term modification of cortical synapses improves sensory perception. Nature neuroscience. 16 [PubMed]

Froemke RC, Costa RP, Sjo¨stro¨m PJ, van Rossum MCW. (2015). Data from: Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning Dryad Digital Repository.

Froemke RC, Tsay IA, Raad M, Long JD, Dan Y. (2006). Contribution of individual spikes in burst-induced long-term synaptic modification. Journal of neurophysiology. 95 [PubMed]

Fuhrmann G, Segev I, Markram H, Tsodyks M. (2002). Coding of temporal information by activity-dependent synapses. Journal of neurophysiology. 87 [PubMed]

Gerstner W, Kempter R, van Hemmen JL, Wagner H. (1996). A neuronal learning rule for sub-millisecond temporal coding. Nature. 383 [PubMed]

Goodman D, Brette R. (2008). Brian: a simulator for spiking neural networks in python. Frontiers in neuroinformatics. 2 [PubMed]

Graupner M, Brunel N. (2012). Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location. Proceedings of the National Academy of Sciences of the United States of America. 109 [PubMed]

Hardingham N, Dachtler J, Fox K. (2013). The role of nitric oxide in pre-synaptic plasticity and homeostasis. Frontiers in cellular neuroscience. 7 [PubMed]

Hardingham N, Fox K. (2006). The role of nitric oxide and GluR1 in presynaptic and postsynaptic components of neocortical potentiation. The Journal of neuroscience : the official journal of the Society for Neuroscience. 26 [PubMed]

Hofer SB, Mrsic-Flogel TD, Bonhoeffer T, Hübener M. (2009). Experience leaves a lasting structural trace in cortical circuits. Nature. 457 [PubMed]

Holtmaat A, Svoboda K. (2009). Experience-dependent structural synaptic plasticity in the mammalian brain. Nature reviews. Neuroscience. 10 [PubMed]

Leibold C, Bendels MH. (2009). Learning to discriminate through long-term changes of dynamical synaptic transmission. Neural computation. 21 [PubMed]

Lev-Ram V, Mehta SB, Kleinfeld D, Tsien RY. (2003). Reversing cerebellar long-term depression. Proceedings of the National Academy of Sciences of the United States of America. 100 [PubMed]

Loebel A, Le Bé JV, Richardson MJ, Markram H, Herz AV. (2013). Matched pre- and post-synaptic changes underlie synaptic plasticity over long time scales. The Journal of neuroscience : the official journal of the Society for Neuroscience. 33 [PubMed]

MacDougall MJ, Fine A. (2014). The expression of long-term potentiation: reconciling the preists and the postivists. Philosophical transactions of the Royal Society of London. Series B, Biological sciences. 369 [PubMed]

Malinow R, Malenka RC. (2002). AMPA receptor trafficking and synaptic plasticity. Annual review of neuroscience. 25 [PubMed]

Markram H, Lübke J, Frotscher M, Roth A, Sakmann B. (1997). Physiology and anatomy of synaptic connections between thick tufted pyramidal neurones in the developing rat neocortex. The Journal of physiology. 500 ( Pt 2) [PubMed]

Markram H, Wang Y, Tsodyks M. (1998). Differential signaling via the same axon of neocortical pyramidal neurons. Proceedings of the National Academy of Sciences of the United States of America. 95 [PubMed]

Matsuzaki M et al. (2001). Dendritic spine geometry is critical for AMPA receptor expression in hippocampal CA1 pyramidal neurons. Nature neuroscience. 4 [PubMed]

Medina JF, Garcia KS, Mauk MD. (2001). A mechanism for savings in the cerebellum. The Journal of neuroscience : the official journal of the Society for Neuroscience. 21 [PubMed]

Miller KD, MacKay DJC . (1994). The role of constraints in Hebbian learning. Neural Comput. 6

Nabavi S et al. (2014). Engineering a memory with LTD and LTP. Nature. 511 [PubMed]

Otmakhov N, Shirke AM, Malinow R. (1993). Measuring the impact of probabilistic transmission on neuronal output. Neuron. 10 [PubMed]

Padamsey Z, Emptage N. (2014). Two sides to long-term potentiation: a view towards reconciliation. Philosophical transactions of the Royal Society of London. Series B, Biological sciences. 369 [PubMed]

Pawlak V, Greenberg DS, Sprekeler H, Gerstner W, Kerr JN. (2013). Changing the responses of cortical neurons from sub- to suprathreshold using single spikes in vivo. eLife. 2 [PubMed]

Pfister JP, Gerstner W. (2006). Triplets of spikes in a model of spike timing-dependent plasticity. The Journal of neuroscience : the official journal of the Society for Neuroscience. 26 [PubMed]

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

Seung HS. (2003). Learning in spiking neural networks by reinforcement of stochastic synaptic transmission. Neuron. 40 [PubMed]

Shouval HZ, Wang SS, Wittenberg GM. (2010). Spike timing dependent plasticity: a consequence of more fundamental learning rules. Frontiers in computational neuroscience. 4 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2001). Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron. 32 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2003). Neocortical LTD via coincident activation of presynaptic NMDA and cannabinoid receptors. Neuron. 39 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2004). Endocannabinoid-dependent neocortical layer-5 LTD in the absence of postsynaptic spiking. Journal of neurophysiology. 92 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2007). Multiple forms of long-term plasticity at unitary neocortical layer 5 synapses. Neuropharmacology. 52 [PubMed]

Song S, Miller KD, Abbott LF. (2000). Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nature neuroscience. 3 [PubMed]

Stevens CF, Wang Y. (1994). Changes in reliability of synaptic function as a mechanism for plasticity. Nature. 371 [PubMed]

Sáez I, Friedlander MJ. (2009). Plasticity between neuronal pairs in layer 4 of visual cortex varies with synapse state. The Journal of neuroscience : the official journal of the Society for Neuroscience. 29 [PubMed]

Testa-Silva G et al. (2014). High bandwidth synaptic communication and frequency tracking in human neocortex. PLoS biology. 12 [PubMed]

Turrigiano GG, Leslie KR, Desai NS, Rutherford LC, Nelson SB. (1998). Activity-dependent scaling of quantal amplitude in neocortical neurons. Nature. 391 [PubMed]

Vogels TP, Sprekeler H, Zenke F, Clopath C, Gerstner W. (2011). Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks. Science (New York, N.Y.). 334 [PubMed]

Wang HX, Gerkin RC, Nauen DW, Bi GQ. (2005). Coactivation and timing-dependent integration of synaptic potentiation and depression. Nature neuroscience. 8 [PubMed]

Wang YT, Linden DJ. (2000). Expression of cerebellar long-term depression requires postsynaptic clathrin-mediated endocytosis. Neuron. 25 [PubMed]

Wilson NR, Runyan CA, Wang FL, Sur M. (2012). Division and subtraction by distinct cortical inhibitory networks in vivo. Nature. 488 [PubMed]

Yang Y, Calakos N. (2013). Presynaptic long-term plasticity. Frontiers in synaptic neuroscience. 5 [PubMed]

Zakharenko SS, Zablow L, Siegelbaum SA. (2001). Visualization of changes in presynaptic function during long-term synaptic plasticity. Nature neuroscience. 4 [PubMed]

van Rossum MC, Shippi M, Barrett AB. (2012). Soft-bound synaptic plasticity increases storage capacity. PLoS computational biology. 8 [PubMed]

References and models that cite this paper

Costa RP et al. (2017). Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity. Neuron. 96 [PubMed]

Cui Y et al. (2016). Endocannabinoid dynamics gate spike-timing dependent depression and potentiation. eLife. 5 [PubMed]

Ebner C, Clopath C, Jedlicka P, Cuntz H. (2019). Unifying Long-Term Plasticity Rules for Excitatory Synapses by Modeling Dendrites of Cortical Pyramidal Neurons. Cell reports. 29 [PubMed]

Hiratani N, Fukai T. (2017). Detailed Dendritic Excitatory/Inhibitory Balance through Heterosynaptic Spike-Timing-Dependent Plasticity. The Journal of neuroscience : the official journal of the Society for Neuroscience. 37 [PubMed]

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