{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T13:29:44Z","timestamp":1725888584855},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319590714"},{"type":"electronic","value":"9783319590721"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-59072-1_47","type":"book-chapter","created":{"date-parts":[[2017,5,29]],"date-time":"2017-05-29T22:41:58Z","timestamp":1496097718000},"page":"395-403","source":"Crossref","is-referenced-by-count":0,"title":["The Critical Dynamics in Neural Network Improve the Computational Capability of Liquid State Machines"],"prefix":"10.1007","author":[{"given":"Xiumin","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qing","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fangzheng","family":"Xue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongjun","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,31]]},"reference":[{"issue":"35","key":"47_CR1","doi-asserted-by":"crossref","first-page":"11167","DOI":"10.1523\/JNEUROSCI.23-35-11167.2003","volume":"23","author":"JM Beggs","year":"2003","unstructured":"Beggs, J.M., Plenz, D.: Neuronal avalanches in neocortical circuits. J. Neurosci. Off. J. Soc. Neurosci. 23(35), 11167\u201311177 (2003)","journal-title":"J. Neurosci. Off. J. Soc. Neurosci."},{"issue":"4","key":"47_CR2","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1016\/j.physa.2004.05.064","volume":"340","author":"DR Chialvo","year":"2004","unstructured":"Chialvo, D.R.: Critical brain networks. Phys. A Stat. Mech. Appl. 340(4), 756\u2013765 (2004)","journal-title":"Phys. A Stat. Mech. Appl."},{"issue":"2","key":"47_CR3","doi-asserted-by":"crossref","first-page":"028107","DOI":"10.1103\/PhysRevLett.96.028107","volume":"96","author":"AL De","year":"2006","unstructured":"De, A.L., Perronecapano, C., Herrmann, H.J.: Self-organized criticality model for brain plasticity. Phys. Rev. Lett. 96(2), 028107 (2006)","journal-title":"Phys. Rev. Lett."},{"issue":"22","key":"47_CR4","doi-asserted-by":"crossref","first-page":"5216","DOI":"10.1523\/JNEUROSCI.0540-04.2004","volume":"24","author":"JM Beggs","year":"2004","unstructured":"Beggs, J.M., Plenz, D.: Neuronal avalanches are diverse and precise activity patterns that are stable for many hours in cortical slice cultures. J. Neurosci. Off. J. Soc. Neurosci. 24(22), 5216\u20135229 (2004)","journal-title":"J. Neurosci. Off. J. Soc. Neurosci."},{"issue":"5","key":"47_CR5","doi-asserted-by":"crossref","first-page":"058101","DOI":"10.1103\/PhysRevLett.94.058101","volume":"94","author":"C Haldeman","year":"2005","unstructured":"Haldeman, C., Beggs, J.M.: Critical branching captures activity in living neural networks and maximizes the number of metastable states. Phys. Rev. Lett. 94(5), 058101 (2005)","journal-title":"Phys. Rev. Lett."},{"issue":"5","key":"47_CR6","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1038\/nphys289","volume":"2","author":"O Kinouchi","year":"2006","unstructured":"Kinouchi, O., Copelli, M.: Optimal dynamical range of excitable networks at criticality. Nat. Phys. 2(5), 348\u2013351 (2006)","journal-title":"Nat. Phys."},{"issue":"14","key":"47_CR7","doi-asserted-by":"crossref","first-page":"148701","DOI":"10.1103\/PhysRevLett.91.148701","volume":"91","author":"KI Goh","year":"2003","unstructured":"Goh, K.I., Lee, D.S., Kahng, B., Kim, D.: Sandpile on scale-free networks. Phys. Rev. Lett. 91(14), 148701 (2003)","journal-title":"Phys. Rev. Lett."},{"issue":"4","key":"47_CR8","doi-asserted-by":"crossref","first-page":"1354","DOI":"10.1016\/j.neuroscience.2008.03.050","volume":"153","author":"V Pasquale","year":"2008","unstructured":"Pasquale, V., Massobrio, P., Bologna, L.L., Chiappalone, M., Martinoia, S.: Self-organization and neuronal avalanches in networks of dissociated cortical neurons. Neuroscience 153(4), 1354\u20131369 (2008)","journal-title":"Neuroscience"},{"issue":"1","key":"47_CR9","doi-asserted-by":"crossref","first-page":"016133","DOI":"10.1103\/PhysRevE.71.016133","volume":"71","author":"M Lin","year":"2005","unstructured":"Lin, M., Chen, T.: Self-organized criticality in a simple model of neurons based on small-world networks. Phys. Rev. E 71(1), 016133 (2005)","journal-title":"Phys. Rev. E"},{"issue":"1","key":"47_CR10","doi-asserted-by":"crossref","first-page":"e1000271","DOI":"10.1371\/journal.pcbi.1000271","volume":"5","author":"S Pajevic","year":"2009","unstructured":"Pajevic, S., Plenz, D.: Efficient network reconstruction from dynamical cascades identifies small-world topology of neuronal avalanches. PLoS Comput. Biol. 5(1), e1000271 (2009)","journal-title":"PLoS Comput. Biol."},{"issue":"2","key":"47_CR11","doi-asserted-by":"crossref","first-page":"023005","DOI":"10.1088\/1367-2630\/14\/2\/023005","volume":"14","author":"SJ Wang","year":"2012","unstructured":"Wang, S.J., Zhou, C.: Hierarchical modular structure enhances the robustness of self-organized criticality in neural networks. New J. Phys. 14(2), 023005 (2012)","journal-title":"New J. Phys."},{"key":"47_CR12","first-page":"30","volume":"5","author":"SJ Wang","year":"2011","unstructured":"Wang, S.J., Hilgetag, C., Zhou, C.: Sustained activity in hierarchical modular neural networks: self-organized criticality and oscillations. Front. Comput. Neurosci. 5, 30 (2011)","journal-title":"Front. Comput. Neurosci."},{"key":"47_CR13","unstructured":"Natschl\u00e4ger, T., Maass, W., Markram, H.: The \u201cliquid computer\u201d: a novel strategy for real-time computing on time series. In: Special issue on Foundations of Information Processing of TELEMATIK, vol. 8 (LNMC-ARTICLE-2002-005), pp. 39\u201343 (2002)"},{"issue":"5297","key":"47_CR14","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1126\/science.275.5297.213","volume":"275","author":"H Markram","year":"1997","unstructured":"Markram, H., L\u00fcbke, J., Frotscher, M., Sakmann, B.: Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275(5297), 213\u2013215 (1997)","journal-title":"Science"},{"key":"47_CR15","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1016\/j.neucom.2013.06.019","volume":"122","author":"F Xue","year":"2013","unstructured":"Xue, F., Hou, Z., Li, X.: Computational capability of liquid state machines with spike-timing-dependent plasticity. Neurocomputing 122, 324\u2013329 (2013)","journal-title":"Neurocomputing"},{"issue":"8","key":"47_CR16","doi-asserted-by":"crossref","first-page":"083045","DOI":"10.1088\/1367-2630\/12\/8\/083045","volume":"12","author":"X Li","year":"2010","unstructured":"Li, X., Small, M.: Enhancement of signal sensitivity in a heterogeneous neural network refined from synaptic plasticity. New J. Phys. 12(8), 083045 (2010)","journal-title":"New J. Phys."},{"issue":"6","key":"47_CR17","doi-asserted-by":"crossref","first-page":"456","DOI":"10.1101\/lm.64103","volume":"10","author":"G Daoudal","year":"2003","unstructured":"Daoudal, G., Debanne, D.: Long-term plasticity of intrinsic excitability: learning rules and mechanisms. Learn. Mem. 10(6), 456\u2013465 (2003)","journal-title":"Learn. Mem."},{"issue":"24","key":"47_CR18","doi-asserted-by":"crossref","first-page":"13481","DOI":"10.1073\/pnas.93.24.13481","volume":"93","author":"E Marder","year":"1996","unstructured":"Marder, E., Abbott, L.F., Turrigiano, G.G., Liu, Z., Golowasch, J.: Memory from the dynamics of intrinsic membrane currents. Proc. Nat. Acad. Sci. 93(24), 13481\u201313486 (1996)","journal-title":"Proc. Nat. Acad. Sci."},{"key":"47_CR19","unstructured":"Triesch, J.: Synergies between intrinsic and synaptic plasticity in individual model neurons. In: NIPS, pp. 1417\u20131424 (2004)"},{"issue":"1","key":"47_CR20","doi-asserted-by":"crossref","first-page":"e165","DOI":"10.1371\/journal.pcbi.0020165","volume":"3","author":"W Maass","year":"2007","unstructured":"Maass, W., Joshi, P., Sontag, E.D.: Computational aspects of feedback in neural circuits. PLoS Comput. Biol. 3(1), e165 (2007)","journal-title":"PLoS Comput. Biol."},{"issue":"6","key":"47_CR21","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.1109\/TNN.2003.820440","volume":"14","author":"EM Izhikevich","year":"2003","unstructured":"Izhikevich, E.M.: Simple model of spiking neurons. IEEE Trans. Neural Netw. 14(6), 1569\u20131572 (2003)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"1","key":"47_CR22","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1523\/JNEUROSCI.4637-10.2011","volume":"31","author":"WL Shew","year":"2011","unstructured":"Shew, W.L., Yang, H., Yu, S., Roy, R., Plenz, D.: Information capacity and transmission are maximized in balanced cortical networks with neuronal avalanches. J. Neurosci. 31(1), 55\u201363 (2011)","journal-title":"J. Neurosci."}],"container-title":["Lecture Notes in Computer Science","Advances in Neural Networks - ISNN 2017"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59072-1_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,25]],"date-time":"2019-09-25T02:52:13Z","timestamp":1569379933000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59072-1_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319590714","9783319590721"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59072-1_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}