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短期突触可塑性 (查看源代码)

2024年3月5日 (二) 10:28的版本

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因此，输出电流 $I$ 是稳态电流 $I_0$ 和经过滤波的扰动 $\frac{I_0 R_1}{R_0} \int {\rm d}\tau \, \chi(\tau) \rho(t-\tau)$ 的和，其中 $\chi$ 是我们感兴趣的滤波器。
 
因此，输出电流 $I$ 是稳态电流 $I_0$ 和经过滤波的扰动 $\frac{I_0 R_1}{R_0} \int {\rm d}\tau \, \chi(\tau) \rho(t-\tau)$ 的和，其中 $\chi$ 是我们感兴趣的滤波器。
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== 参考文献 ==
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* <span id="ResearchTopic"/> '''Research Topic''': ''Neural Information Processing with Dynamical Synapses''.  S. Wu, K. Y. Michael Wong and M. Tsodyks. ''Frontiers in Computational Neuroscience'', 2013 [http://www.frontiersin.org/Computational_Neuroscience/researchtopics/Neural_Information_Processing_/821 link]
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*{{Bibitem article 2|Recurrent networks with short term synaptic depression.|Journal of Computational Neuroscience.|27(3)|2009|607-620|York|Lawrence Christopher|van Rossum|Mark C. W.|preprint=[http://dx.doi.org/10.1007/s10827-009-0172-4 doi:10.1007/s10827-009-0172-4]|label=York09|doi=10.1007/s10827-009-0172-4}}
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<h2> 参考文献<span class="mw-headline" id="References"> References </span></h2>
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<ul><li> <span id="ResearchTopic" /> <b>Research Topic</b>: <i>Neural Information Processing with Dynamical Synapses</i>.  S. Wu, K. Y. Michael Wong and M. Tsodyks. <i>Frontiers in Computational Neuroscience</i>, 2013 <a rel="nofollow" class="external text" href="http://www.frontiersin.org/Computational_Neuroscience/researchtopics/Neural_Information_Processing_/821">link</a>
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</li></ul>
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<ul><li><span id="Abbott97">Abbott, L. F. et al (1997).</span> Synaptic Depression and Cortical Gain Control. <em>Science.</em> 275(5297): 221-224. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1126/science.275.5297.221">doi:10.1126/science.275.5297.221</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1126/science.275.5297.221">doi:10.1126/science.275.5297.221</a>
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</li><li><span id="Abbott04">Abbott, L. F. and Regehr, Wade G. (2004).</span> Synaptic computation. <em>Nature.</em> 431(7010): 796-803. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1038/nature03010">doi:10.1038/nature03010</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1038/nature03010">doi:10.1038/nature03010</a>
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</li><li><span id="Amari77">Amari, Shun-ichi (1977).</span> Dynamics of <a href="/article/Self-organization" title="Self-organization">pattern formation</a> in lateral-inhibition type <a href="/article/Neural_fields" title="Neural fields">neural fields</a>. <em>Biological Cybernetics.</em> 27(2): 77-87. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1007/bf00337259">doi:10.1007/bf00337259</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1007/BF00337259">doi:10.1007/BF00337259</a>
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</li><li><span id="Barak07">Barak, Omri and Tsodyks, Misha (2007).</span> Persistent Activity in Neural Networks with Dynamic Synapses. <em>PLoS Computational Biology.</em> 3(2): e35. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pcbi.0030104">doi:10.1371/journal.pcbi.0030104</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pcbi.0030035">doi:10.1371/journal.pcbi.0030035</a>
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</li><li> <span id="Bi01" /> G. Bi and M. Poo. Synaptic modification by correlated activity: <a href="/article/Donald_Olding_Hebb" title="Donald Olding Hebb">Hebb</a>’s postulate revisited. Annu. Rev. Neurosci. 24: 139–66, 2001.
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</li><li><span id="Bourjaily12">Bourjaily, M. A. and Miller, P. (2012).</span> Dynamic afferent synapses to decision-making networks improve performance in tasks requiring stimulus associations and discriminations. <em>Journal of Neurophysiology.</em> 108(2): 513-527. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1152/jn.00806.2011">doi:10.1152/jn.00806.2011</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1152/jn.00806.2011">doi:10.1152/jn.00806.2011</a>
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</li><li> <span id="Bressloff12" /> P. C. Bressloff. Spatiotemporal Dynamics of Continuum Neural Fields J. Phys. A 45, 033001, 2012.
  −
</li><li><span id="Buonomano09">Buonomano, Dean V. and Maass, Wolfgang (2009).</span> State-dependent computations: spatiotemporal processing in cortical networks. <em>Nature Reviews <a href="/article/Neuroscience" title="Neuroscience">Neuroscience</a>.</em> 10(2): 113-125. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1038/nrn2558">doi:10.1038/nrn2558</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1038/nrn2558">doi:10.1038/nrn2558</a>
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</li><li><span id="Cook03">Cook, Daniel L.; Schwindt, Peter C.; Grande, Lucinda A. and Spain, William J. (2003).</span> Synaptic depression in the localization of sound. <em>Nature.</em> 421(6918): 66-70. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1038/nature01248">doi:10.1038/nature01248</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1038/nature01248">doi:10.1038/nature01248</a>
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</li><li> <span id="Dittman00" /> J. S. Dittman, A. C. Kreitzer and W. G. Regehr. Interplay between facilitation, depression, and residual calcium at three presynaptic terminals. J. Neurosci. 20: 1374-1385, 2000.
  −
</li><li><span id="Fortune01">Fortune, Eric S. and Rose, Gary J. (2001).</span> Short-term synaptic plasticity as a temporal filter. <em>Trends in Neurosciences.</em> 24(7): 381-385. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1016/s0166-2236(00)01835-x">doi:10.1016/s0166-2236(00)01835-x</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1016/S0166-2236(00)01835-X">doi:10.1016/S0166-2236(00)01835-X</a>
  −
</li><li> <span id="Fuhrmann02" /> G. Fuhrmann et al. Coding of Temporal Information by Activity-Dependent Synapses. J. Neurophysiol. 87: 140-148, 2002.
  −
</li><li><span id="Fung12a">Fung, C. C. Alan; Wong, K. Y. Michael; Wang, He and Wu, Si (2012).</span> Dynamical Synapses Enhance Neural Information Processing: Gracefulness, Accuracy, and Mobility. <em>Neural Computation.</em> 24(5): 1147-1185. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1162/neco_a_00269">doi:10.1162/neco_a_00269</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1162/NECO_a_00269">doi:10.1162/NECO_a_00269</a>
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</li><li> <span id="Fung12b" /> C. C. Fung, K. Y. Michael Wong and S. Wu. Delay Compensation with Dynamical Synapses. Advances in Neural Information Processing Systems 16, 2012.
  −
</li><li> <span id="Fung13" /> C. C. A. Fung, H. Wang, K. Lam, K. Y. M. Wong and S. Wu. Resolution enhancement in neural networks with dynamical synapses. Front. Comput. Neurosci. 7:73. doi: 10.3389/fncom.2013.00073, 2013.
  −
</li><li><span id="Fuster71">Fuster, J. M. and Alexander, G. E. (1971).</span> Neuron Activity Related to Short-Term Memory. <em>Science.</em> 173(3997): 652-654. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1126/science.173.3997.652">doi:10.1126/science.173.3997.652</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1126/science.173.3997.652">doi:10.1126/science.173.3997.652</a>
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</li><li><span id="Goldman02">Goldman, Mark S.; Maldonado, Pedro and Abbott, L. F. (2002).</span> Redundancy Reduction and Sustained Firing with Stochastic Depressing Synapses <em>The Journal of Neuroscience</em> 22(2): 584-591.
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</li><li><span id="Holcman06">Holcman, David and Tsodyks, Misha (2006).</span> The Emergence of <a href="/article/Up_and_Down_States" title="Up and Down States">Up and Down States</a> in Cortical Networks. <em>PLoS Computational Biology.</em> 2(3): e23. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pcbi.0020023">doi:10.1371/journal.pcbi.0020023</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pcbi.0020023">doi:10.1371/journal.pcbi.0020023</a>
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</li><li> <span id="Igarashi12" /> Y. Igarashi, M. Oizumi and M. Okada. Theory of correlation in a network with synaptic depression. Physical Review E, 85, 016108, 2012.
  −
</li><li><span id="Karmarkar07">Karmarkar, Uma R. and Buonomano, Dean V. (2007).</span> Timing in the Absence of Clocks: Encoding Time in Neural Network States. <em>Neuron.</em> 53(3): 427-438. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1016/j.neuron.2007.01.006">doi:10.1016/j.neuron.2007.01.006</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1016/j.neuron.2007.01.006">doi:10.1016/j.neuron.2007.01.006</a>
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</li><li><span id="Katori11">Katori, Yuichi et al. (2011).</span> Representational Switching by Dynamical Reorganization of Attractor Structure in a Network Model of the Prefrontal Cortex. <em>PLoS Computational Biology.</em> 7(11): e1002266. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pcbi.1002266">doi:10.1371/journal.pcbi.1002266</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pcbi.1002266">doi:10.1371/journal.pcbi.1002266</a>
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</li><li><span id="Kilpatrick10">Kilpatrick, Zachary P. and Bressloff, Paul C. (2010).</span> <a href="/article/Binocular_Rivalry" title="Binocular Rivalry">Binocular Rivalry</a> in a Competitive Neural Network with Synaptic Depression. <em>SIAM Journal on Applied Dynamical Systems.</em> 9(4): 1303-1347. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1137/100788872">doi:10.1137/100788872</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1137/100788872">doi:10.1137/100788872</a>
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</li><li><span id="Klyachko06">Klyachko, Vitaly A. and Stevens, Charles F. (2006).</span> Excitatory and Feed-Forward Inhibitory <a href="/article/Hippocampus" title="Hippocampus">Hippocampal</a> Synapses Work Synergistically as an Adaptive Filter of Natural Spike Trains. <em>PLoS Biology.</em> 4(7): e207. <a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pbio.0040207">doi:10.1371/journal.pbio.0040207</a>.<a rel="nofollow" class="external text" href="http://dx.doi.org/10.1371/journal.pbio.0040207">doi:10.1371/journal.pbio.0040207</a>
  −
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[http://www.scholarpedia.org/article/Short-term_synaptic_plasticity 参考http://www.scholarpedia.org/article/Short-term_synaptic_plasticity]
 
[http://www.scholarpedia.org/article/Short-term_synaptic_plasticity 参考http://www.scholarpedia.org/article/Short-term_synaptic_plasticity]
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