Taro Toyoizumi - Publications

Affiliations: 
RIKEN Brain Science Institute, Wakō-shi, Saitama-ken, Japan 
Area:
Computational Neuroscience

38 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any innacuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Okazaki H, Hayashi-Takagi A, Nagaoka A, Negishi M, Ucar H, Yagishita S, Ishii K, Fox K, Toyoizumi T, Kasai H. Calcineurin knockout mice show a selective loss of small spines. Neuroscience Letters. PMID 29427598 DOI: 10.1016/j.neulet.2018.02.006  1
2018 Isomura T, Toyoizumi T. Error-Gated Hebbian Rule: A Local Learning Rule for Principal and Independent Component Analysis. Scientific Reports. 8: 1835. PMID 29382868 DOI: 10.1038/s41598-018-20082-0  1
2018 Buckley CL, Toyoizumi T. A theory of how active behavior stabilises neural activity: Neural gain modulation by closed-loop environmental feedback. Plos Computational Biology. 14: e1005926. PMID 29342146 DOI: 10.1371/journal.pcbi.1005926  1
2018 Danjo T, Toyoizumi T, Fujisawa S. Spatial representations of self and other in the hippocampus. Science (New York, N.Y.). 359: 213-218. PMID 29326273 DOI: 10.1126/science.aao3898  0.01
2017 Kuśmierz Ł, Toyoizumi T. Emergence of Lévy Walks from Second-Order Stochastic Optimization. Physical Review Letters. 119: 250601. PMID 29303344 DOI: 10.1103/PhysRevLett.119.250601  0.01
2017 Kuśmierz Ł, Isomura T, Toyoizumi T. Learning with three factors: modulating Hebbian plasticity with errors. Current Opinion in Neurobiology. 46: 170-177. PMID 28918313 DOI: 10.1016/j.conb.2017.08.020  1
2017 Tajima S, Mita T, Bakkum DJ, Takahashi H, Toyoizumi T. Locally embedded presages of global network bursts. Proceedings of the National Academy of Sciences of the United States of America. PMID 28827362 DOI: 10.1073/pnas.1705981114  1
2017 Keck T, Toyoizumi T, Chen L, Doiron B, Feldman DE, Fox K, Gerstner W, Haydon PG, Hübener M, Lee HK, Lisman JE, Rose T, Sengpiel F, Stellwagen D, Stryker MP, et al. Integrating Hebbian and homeostatic plasticity: the current state of the field and future research directions. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 372. PMID 28093552 DOI: 10.1098/rstb.2016.0158  1
2016 Huang H, Toyoizumi T. Unsupervised feature learning from finite data by message passing: Discontinuous versus continuous phase transition. Physical Review. E. 94: 062310. PMID 28085373 DOI: 10.1103/PhysRevE.94.062310  1
2016 Lankarany M, Heiss JE, Lampl I, Toyoizumi T. Simultaneous Bayesian Estimation of Excitatory and Inhibitory Synaptic Conductances by Exploiting Multiple Recorded Trials. Frontiers in Computational Neuroscience. 10: 110. PMID 27867353 DOI: 10.3389/fncom.2016.00110  1
2016 Jacob V, Mitani A, Toyoizumi T, Fox K. Whisker row deprivation affects the flow of sensory information through rat barrel cortex. Journal of Neurophysiology. jn.00289.2016. PMID 27707809 DOI: 10.1152/jn.00289.2016  0.01
2016 Huang H, Toyoizumi T. Clustering of neural code words revealed by a first-order phase transition. Physical Review. E. 93: 062416. PMID 27415307 DOI: 10.1103/PhysRevE.93.062416  1
2016 Isomura T, Toyoizumi T. A Local Learning Rule for Independent Component Analysis. Scientific Reports. 6: 28073. PMID 27323661 DOI: 10.1038/srep28073  1
2015 Tajima S, Yanagawa T, Fujii N, Toyoizumi T. Untangling Brain-Wide Dynamics in Consciousness by Cross-Embedding. Plos Computational Biology. 11: e1004537. PMID 26584045 DOI: 10.1371/journal.pcbi.1004537  1
2015 Shimazaki H, Sadeghi K, Ishikawa T, Ikegaya Y, Toyoizumi T. Erratum: Simultaneous silence organizes structured higher-order interactions in neural populations. Scientific Reports. 5: 14893. PMID 26449163 DOI: 10.1038/srep14893  1
2015 Huang H, Toyoizumi T. Advanced mean-field theory of the restricted Boltzmann machine. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 91: 050101. PMID 26066098 DOI: 10.1103/PhysRevE.91.050101  1
2015 Shimazaki H, Sadeghi K, Ishikawa T, Ikegaya Y, Toyoizumi T. Simultaneous silence organizes structured higher-order interactions in neural populations. Scientific Reports. 5: 9821. PMID 25919985 DOI: 10.1038/srep09821  1
2015 Toyoizumi T, Huang H. Structure of attractors in randomly connected networks. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 91: 032802. PMID 25871152 DOI: 10.1103/PhysRevE.91.032802  1
2014 Toyoizumi T, Kaneko M, Stryker MP, Miller KD. Modeling the dynamic interaction of Hebbian and homeostatic plasticity. Neuron. 84: 497-510. PMID 25374364 DOI: 10.1016/j.neuron.2014.09.036  1
2014 Buckley CL, Toyoizumi T. The role of sensorimotor feedback in a brain state transition from passive to active processing Aisb 2014 - 50th Annual Convention of the Aisb 1
2013 Lankarany M, Zhu WP, Swamy MN, Toyoizumi T. Blind Deconvolution of Hodgkin-Huxley neuronal model. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 3941-4. PMID 24110594 DOI: 10.1109/EMBC.2013.6610407  1
2013 Toyoizumi T, Miyamoto H, Yazaki-Sugiyama Y, Atapour N, Hensch TK, Miller KD. A theory of the transition to critical period plasticity: inhibition selectively suppresses spontaneous activity. Neuron. 80: 51-63. PMID 24094102 DOI: 10.1016/j.neuron.2013.07.022  1
2013 Lankarany M, Zhu WP, Swamy MN, Toyoizumi T. Inferring trial-to-trial excitatory and inhibitory synaptic inputs from membrane potential using Gaussian mixture Kalman filtering. Frontiers in Computational Neuroscience. 7: 109. PMID 24027523 DOI: 10.3389/fncom.2013.00109  1
2013 Amari S, Ando H, Toyoizumi T, Masuda N. State concentration exponent as a measure of quickness in Kauffman-type networks. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 87: 022814. PMID 23496575 DOI: 10.1103/PhysRevE.87.022814  1
2012 Toyoizumi T. Nearly extensive sequential memory lifetime achieved by coupled nonlinear neurons. Neural Computation. 24: 2678-99. PMID 22594828 DOI: 10.1162/NECO_a_00324  1
2011 Toyoizumi T, Abbott LF. Beyond the edge of chaos: amplification and temporal integration by recurrent networks in the chaotic regime. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 84: 051908. PMID 22181445 DOI: 10.1103/PhysRevE.84.051908  1
2009 Gjorgjieva J, Toyoizumi T, Eglen SJ. Burst-time-dependent plasticity robustly guides ON/OFF segregation in the lateral geniculate nucleus. Plos Computational Biology. 5: e1000618. PMID 20041207 DOI: 10.1371/journal.pcbi.1000618  1
2009 Toyoizumi T, Rad KR, Paninski L. Mean-field approximations for coupled populations of generalized linear model spiking neurons with Markov refractoriness. Neural Computation. 21: 1203-43. PMID 19718814 DOI: 10.1162/neco.2008.04-08-757  1
2009 Toyoizumi T, Miller KD. Equalization of ocular dominance columns induced by an activity-dependent learning rule and the maturation of inhibition. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 6514-25. PMID 19458222 DOI: 10.1523/JNEUROSCI.0492-08.2009  1
2007 Sato Y, Toyoizumi T, Aihara K. Bayesian inference explains perception of unity and ventriloquism aftereffect: identification of common sources of audiovisual stimuli. Neural Computation. 19: 3335-55. PMID 17970656 DOI: 10.1162/neco.2007.19.12.3335  1
2007 Sussillo D, Toyoizumi T, Maass W. Self-tuning of neural circuits through short-term synaptic plasticity. Journal of Neurophysiology. 97: 4079-95. PMID 17409166 DOI: 10.1152/jn.01357.2006  1
2007 Toyoizumi T, Pfister JP, Aihara K, Gerstner W. Optimality model of unsupervised spike-timing-dependent plasticity: synaptic memory and weight distribution. Neural Computation. 19: 639-71. PMID 17298228 DOI: 10.1162/neco.2007.19.3.639  1
2006 Toyoizumi T, Aihara K, Amari S. Fisher information for spike-based population decoding. Physical Review Letters. 97: 098102. PMID 17026405 DOI: 10.1103/PhysRevLett.97.098102  1
2006 Pfister JP, Toyoizumi T, Barber D, Gerstner W. Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning. Neural Computation. 18: 1318-48. PMID 16764506 DOI: 10.1162/neco.2006.18.6.1318  1
2006 Toyoizumi T, Aihara K. Generalization of the mean-field method for power-law distributions International Journal of Bifurcation and Chaos. 16: 129-135. DOI: 10.1142/S0218127406014630  1
2005 Toyoizumi T, Pfister JP, Aihara K, Gerstner W. Generalized Bienenstock-Cooper-Munro rule for spiking neurons that maximizes information transmission. Proceedings of the National Academy of Sciences of the United States of America. 102: 5239-44. PMID 15795376 DOI: 10.1073/pnas.0500495102  1
2005 Toyoizumi T, Pfister JP, Aihara K, Gerstner W. Spike-timing dependent plasticity and mutual information maximization for a spiking neuron model Advances in Neural Information Processing Systems 1
2001 Sasamoto T, Toyoizumi T, Nishimori H. Statistical mechanics of an NP-complete problem: Subset sum Journal of Physics a: Mathematical and General. 34: 9555-9567. DOI: 10.1088/0305-4470/34/44/314  1
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