{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:52:46Z","timestamp":1740099166179,"version":"3.37.3"},"publisher-location":"Cham","reference-count":40,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319976754"},{"type":"electronic","value":"9783319976761"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-97676-1_4","type":"book-chapter","created":{"date-parts":[[2018,7,20]],"date-time":"2018-07-20T16:46:45Z","timestamp":1532105205000},"page":"32-41","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Associative Memory: An Spiking Neural Network Robotic Implementation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5651-9472","authenticated-orcid":false,"given":"Andr\u00e9","family":"Cyr","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3844-905X","authenticated-orcid":false,"given":"Fr\u00e9d\u00e9ric","family":"Th\u00e9riault","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7681-9803","authenticated-orcid":false,"given":"Matthew","family":"Ross","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1952-2303","authenticated-orcid":false,"given":"Sylvain","family":"Chartier","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,7,21]]},"reference":[{"issue":"74","key":"4_CR1","first-page":"10","volume":"7","author":"E Rolls","year":"2013","unstructured":"Rolls, E.: The mechanisms for pattern completion and pattern separation in the hippocampus. Front. Syst. Neurosci. 7(74), 10\u20133389 (2013)","journal-title":"Front. Syst. Neurosci."},{"issue":"2","key":"4_CR2","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1007\/s00422-008-0241-1","volume":"99","author":"D Smith","year":"2008","unstructured":"Smith, D., Wessnitzer, J., Webb, B.: A model of associative learning in the mushroom body. Biol. Cybern. 99(2), 89\u2013103 (2008)","journal-title":"Biol. Cybern."},{"key":"4_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-96384-1","volume-title":"Associative Memory: A System-Theoretical Approach","author":"T Kohonen","year":"1978","unstructured":"Kohonen, T.: Associative Memory: A System-Theoretical Approach, vol. 17. Springer Science & Business Media, Heidelberg (1978). https:\/\/doi.org\/10.1007\/978-3-642-96384-1"},{"issue":"4","key":"4_CR4","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/0893-6080(89)90035-X","volume":"2","author":"G Carpenter","year":"1989","unstructured":"Carpenter, G.: Neural network models for pattern recognition and associative memory. Neural Netw. 2(4), 243\u2013257 (1989)","journal-title":"Neural Netw."},{"issue":"8","key":"4_CR5","doi-asserted-by":"crossref","first-page":"2554","DOI":"10.1073\/pnas.79.8.2554","volume":"79","author":"J Hopfield","year":"1982","unstructured":"Hopfield, J.: Neural networks and physical systems with emergent collective computational abilities. Proc. Natl. Acad. Sci. 79(8), 2554\u20132558 (1982)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"1","key":"4_CR6","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/BF00337288","volume":"43","author":"T Kohonen","year":"1982","unstructured":"Kohonen, T.: Self-organized formation of topologically correct feature maps. Biol. Cybern. 43(1), 59\u201369 (1982)","journal-title":"Biol. Cybern."},{"issue":"1","key":"4_CR7","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1109\/21.87054","volume":"18","author":"B Kosko","year":"1988","unstructured":"Kosko, B.: Bidirectional associative memories. IEEE Trans. Syst. Man Cybern. 18(1), 49\u201360 (1988)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"issue":"5","key":"4_CR8","doi-asserted-by":"crossref","first-page":"568","DOI":"10.1016\/j.neunet.2009.06.011","volume":"22","author":"S Chartier","year":"2009","unstructured":"Chartier, S., Gigu\u00e8re, G., Langlois, D.: A new bidirectional heteroassociative memory encompassing correlational, competitive and topological properties. Neural Netw. 22(5), 568\u2013578 (2009)","journal-title":"Neural Netw."},{"key":"4_CR9","volume-title":"The Organization of Behavior: A Neuropsychological Theory","author":"D Hebb","year":"1949","unstructured":"Hebb, D.: The Organization of Behavior: A Neuropsychological Theory. Wiley, New York (1949)"},{"issue":"04","key":"4_CR10","doi-asserted-by":"crossref","first-page":"617","DOI":"10.1017\/S0140525X00040164","volume":"18","author":"D Amit","year":"1995","unstructured":"Amit, D.: The Hebbian paradigm reintegrated: local reverberations as internal representations. Behav. Brain Sci. 18(04), 617\u2013626 (1995)","journal-title":"Behav. Brain Sci."},{"issue":"4","key":"4_CR11","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1088\/0954-898X_14_4_309","volume":"14","author":"A Sandberg","year":"2003","unstructured":"Sandberg, A., Tegn\u00e9r, J., Lansner, A.: A working memory model based on fast Hebbian learning. Netw. Comput. Neural Syst. 14(4), 789\u2013802 (2003)","journal-title":"Netw. Comput. Neural Syst."},{"key":"4_CR12","volume-title":"Reinforcement Learning: An Introduction","author":"R Sutton","year":"1998","unstructured":"Sutton, R., Barto, A.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (1998)"},{"unstructured":"Zhu, S., Hammerstrom, D.: Reinforcement learning in associative memory. In: International Joint Conference on Neural Networks, pp. 1346\u20131350 (2003)","key":"4_CR13"},{"issue":"10","key":"4_CR14","doi-asserted-by":"crossref","first-page":"2415","DOI":"10.1587\/transinf.E95.D.2415","volume":"95","author":"S Tangruamsub","year":"2012","unstructured":"Tangruamsub, S., Kawewong, A., Tsuboyama, M., Hasegawa, O.: Self-organizing incremental associative memory-based robot navigation. IEICE Trans. Inf. Syst. 95(10), 2415\u20132425 (2012)","journal-title":"IEICE Trans. Inf. Syst."},{"issue":"6","key":"4_CR15","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."},{"doi-asserted-by":"crossref","unstructured":"Zamani, M., Sadeghian, A., Chartier, S.: A bidirectional associative memory based on cortical spiking neurons using temporal coding. In: The 2010 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20138. IEEE (2010)","key":"4_CR16","DOI":"10.1109\/IJCNN.2010.5596806"},{"doi-asserted-by":"crossref","unstructured":"Tan, C., Tang, H., Cheu, E., Hu, J.: A computationally efficient associative memory model of hippocampus CA3 by spiking neurons. In: The 2013 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20138. IEEE (2013)","key":"4_CR17","DOI":"10.1109\/IJCNN.2013.6706923"},{"key":"4_CR18","series-title":"Proceedings in Adaptation, Learning and Optimization","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1007\/978-3-319-13359-1_43","volume-title":"Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1","author":"J Hu","year":"2015","unstructured":"Hu, J., Tang, H., Tan, K.C., Gee, S.B.: A spiking neural network model for associative memory using temporal codes. In: Handa, H., Ishibuchi, H., Ong, Y.-S., Tan, K.C. (eds.) Proceedings of the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Volume 1. PALO, vol. 1, pp. 561\u2013572. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-13359-1_43"},{"key":"4_CR19","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.cobeha.2016.03.006","volume":"11","author":"B Komer","year":"2016","unstructured":"Komer, B., Eliasmith, C.: A unified theoretical approach for biological cognition and learning. Curr. Opin. Behav. Sci. 11, 14\u201320 (2016)","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"2","key":"4_CR20","doi-asserted-by":"crossref","first-page":"165","DOI":"10.5772\/5742","volume":"3","author":"C Touzet","year":"2006","unstructured":"Touzet, C.: Modeling and simulation of elementary robot behaviors using associative memories. Int. J. Adv. Robot. Syst. 3(2), 165\u2013170 (2006)","journal-title":"Int. J. Adv. Robot. Syst."},{"doi-asserted-by":"crossref","unstructured":"Jimenez-Romero, C., Sousa-Rodrigues, D., Johnson, J.: Designing behaviour in bio-inspired robots using associative topologies of spiking-neural-networks. arXiv preprint arXiv:1509.07035 (2015)","key":"4_CR21","DOI":"10.4108\/eai.3-12-2015.2262580"},{"issue":"6","key":"4_CR22","doi-asserted-by":"crossref","first-page":"825","DOI":"10.1016\/S0893-6080(01)00064-8","volume":"14","author":"F Sommer","year":"2001","unstructured":"Sommer, F., Wennekers, T.: Associative memory in networks of spiking neurons. Neural Netw. 14(6), 825\u2013834 (2001)","journal-title":"Neural Netw."},{"key":"4_CR23","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.neucom.2013.06.052","volume":"138","author":"Q Yu","year":"2014","unstructured":"Yu, Q., Tang, H., Tan, K., Yu, H.: A brain-inspired spiking neural network model with temporal encoding and learning. Neurocomputing 138, 3\u201313 (2014)","journal-title":"Neurocomputing"},{"doi-asserted-by":"crossref","unstructured":"Knight, J., al.: Efficient SpiNNaker simulation of a heteroassociative memory using the neural engineering framework. In: 2016 International Joint Conference on Neural Networks (IJCNN), pp. 5210\u20135217, July 2016","key":"4_CR24","DOI":"10.1109\/IJCNN.2016.7727888"},{"issue":"2","key":"4_CR25","doi-asserted-by":"crossref","first-page":"1069","DOI":"10.1152\/jn.00504.2004","volume":"93","author":"H Shouval","year":"2005","unstructured":"Shouval, H., Kalantzis, G.: Stochastic properties of synaptic transmission affect the shape of spike time-dependent plasticity curves. J. Neurophysiol. 93(2), 1069\u20131073 (2005)","journal-title":"J. Neurophysiol."},{"unstructured":"Bugmann, G., Christodoulou, C.: Learning temporal correlation between input neurons by using Dendritic propagation delays and stochastic synapses. In: Fourth Neural Coding Workshop. pp. 10\u201315. Citeseer (2001)","key":"4_CR26"},{"issue":"1","key":"4_CR27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/09540090500132385","volume":"18","author":"C Panchev","year":"2006","unstructured":"Panchev, C., Wermter, S.: Temporal sequence detection with spiking neurons: towards recognizing robot language instructions. Connect. Sci. 18(1), 1\u201322 (2006)","journal-title":"Connect. Sci."},{"key":"4_CR28","doi-asserted-by":"crossref","first-page":"10464","DOI":"10.1523\/JNEUROSCI.18-24-10464.1998","volume":"18","author":"G Bi","year":"1998","unstructured":"Bi, G., Poo, M.: Activity-induced synaptic modifications in Hippocampal culture: dependence on spike timing, synaptic strength and cell type. J. Neurosci. 18, 10464\u201310472 (1998)","journal-title":"J. Neurosci."},{"issue":"6879","key":"4_CR29","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1038\/416433a","volume":"416","author":"R Froemke","year":"2002","unstructured":"Froemke, R., Dan, Y.: Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416(6879), 433\u2013438 (2002)","journal-title":"Nature"},{"key":"4_CR30","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1146\/annurev.neuro.31.060407.125639","volume":"31","author":"N Caporale","year":"2008","unstructured":"Caporale, N., Dan, Y.: Spike timing-dependent plasticity: a Hebbian learning rule. Ann. Rev. Neurosci. 31, 25\u201346 (2008)","journal-title":"Ann. Rev. Neurosci."},{"key":"4_CR31","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1177\/1059712312442231","volume":"20","author":"A Cyr","year":"2012","unstructured":"Cyr, A., Boukadoum, M.: Classical conditioning in different temporal constraints: an STDP learning rule for robots controlled by spiking neural networks. Adapt. Behav. 20, 257\u2013272 (2012)","journal-title":"Adapt. Behav."},{"issue":"4","key":"4_CR32","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1016\/S0031-9384(02)00933-2","volume":"77","author":"G Bi","year":"2002","unstructured":"Bi, G., Wang, H.: Temporal asymmetry in spike timing-dependent synaptic plasticity. Physiol. Behav. 77(4), 551\u2013555 (2002)","journal-title":"Physiol. Behav."},{"issue":"5","key":"4_CR33","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/s00521-009-0254-2","volume":"18","author":"A Cyr","year":"2009","unstructured":"Cyr, A., Boukadoum, M., Poirier, P.: AI-SIMCOG: a simulator for spiking neurons and multiple animats behaviours. Neural Comput. Appl. 18(5), 431\u2013446 (2009)","journal-title":"Neural Comput. Appl."},{"issue":"4","key":"4_CR34","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1101\/lm.960510","volume":"17","author":"E Ardiel","year":"2010","unstructured":"Ardiel, E., Rankin, C.: An elegant mind: learning and memory in Caenorhabditis elegans. Learn. Mem. 17(4), 191\u2013201 (2010)","journal-title":"Learn. Mem."},{"issue":"5","key":"4_CR35","doi-asserted-by":"crossref","first-page":"a021709","DOI":"10.1101\/cshperspect.a021709","volume":"7","author":"R Hawkins","year":"2015","unstructured":"Hawkins, R., Byrne, J.: Associative learning in invertebrates. Cold Spring Harb. Perspect. Biol. 7(5), a021709 (2015)","journal-title":"Cold Spring Harb. Perspect. Biol."},{"issue":"13","key":"4_CR36","doi-asserted-by":"crossref","first-page":"2097","DOI":"10.1242\/jeb.00374","volume":"206","author":"K Lukowiak","year":"2003","unstructured":"Lukowiak, K., et al.: Associative learning and memory in Lymnaea stagnalis: how well do they remember? J. Exp. Biol. 206(13), 2097\u20132103 (2003)","journal-title":"J. Exp. Biol."},{"issue":"2","key":"4_CR37","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/S0376-6357(03)00137-2","volume":"64","author":"K Siwicki","year":"2003","unstructured":"Siwicki, K., Ladewski, L.: Associative learning and memory in Drosophila: beyond olfactory conditioning. Behav. Process. 64(2), 225\u2013238 (2003)","journal-title":"Behav. Process."},{"issue":"1772","key":"4_CR38","doi-asserted-by":"crossref","first-page":"20131907","DOI":"10.1098\/rspb.2013.1907","volume":"280","author":"A Avargu\u00e8s-Weber","year":"2013","unstructured":"Avargu\u00e8s-Weber, A., Giurfa, M.: Conceptual learning by miniature brains. Proc. R. Soc. Lond. B Biol. Sci. 280(1772), 20131907 (2013)","journal-title":"Proc. R. Soc. Lond. B Biol. Sci."},{"key":"4_CR39","doi-asserted-by":"crossref","first-page":"101","DOI":"10.3389\/fnsys.2011.00101","volume":"5","author":"I Bianco","year":"2011","unstructured":"Bianco, I., Kampff, A., Engert, F.: Prey capture behavior evoked by simple visual stimuli in Larval Zebrafish. Front. Syst. Neurosci. 5, 101 (2011)","journal-title":"Front. Syst. Neurosci."},{"issue":"5","key":"4_CR40","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/j.tins.2012.12.011","volume":"36","author":"M Giurfa","year":"2013","unstructured":"Giurfa, M.: Cognition with few neurons: higher-order learning in insects. Trends Neurosci. 36(5), 285\u2013294 (2013)","journal-title":"Trends Neurosci."}],"container-title":["Lecture Notes in Computer Science","Artificial General Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-97676-1_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,20]],"date-time":"2019-10-20T23:23:56Z","timestamp":1571613836000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-97676-1_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319976754","9783319976761"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-97676-1_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}