Badel et al. 2008 | Badel, L., Lefort, S., Brette, R., Petersen, C.C.H., Gerstner, W. and Richardson, M.J.E. | Dynamic I-V curves are reliable predictors of naturalistic pyramidal-neuron voltage traces | Journal of Neurophysiology (2008) 99: 656-666 | fulltext |
Badel et al. 2008b | Badel, L., Lefort, S., Berger, T.K., Petersen, C.C.H., Gerstner, W. and Richardson, M.J.E. | Extracting non-linear integrate-and-fire models from experimental data using dynamic I-V curves | Biological Cybernetics (2008) 99(4-5): 361-370 | abstract, fulltext |
Badel et al. 2008c | Badel, L., Gerstner, W. and Richardson, M.J.E. | Spike-triggered averages for passive and resonant neurons receiving filtered excitatory and inhibitory synaptic drive | Phys. Rev. E (2008) 78:011914 doi:10.1103/PhysRevE.78.011914 |
abstract, fulltext |
Clopath et al. 2007 | Clopath, C., Jolivet, R., Rauch, A., Lüscher, H.-R. and Gerstner, W. | Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments | Neurocomputing (2007) 70(10-12): 1668-1673 | abstract |
Clopath et al. 2008 | Clopath, C., Ziegler, L., Vasilaki, E., Buesing, L. and Gerstner, W. | Tag-Trigger-Consolidation: A model of early and late long-term potentation and depression | PLoS Comput Biol (2008) 4(12):e1000248 doi:10.1371/journal.pcbi.1000248 |
abstract, fulltext |
Clopath et al. 2008c | Clopath, C., Jolivet, R., Rauch, A., Lüscher, H.-R. and Gerstner, W. | Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments | Neurocomputing (2007) 70(10-12):1668-1673 | abstract, fulltext |
Clopath et al. 2009 | Clopath, C., Büsing, L., Vasilaki, E. and Gerstner, W. | Connectivity reflects coding: a model of voltage-based spike-timing-dependent plasticity with homeostasis | Nature Neuroscience (2010) 13: 344?352 doi:10.1038/nn.2479 |
abstract |
Jolivet et al. 2006 | Jolivet, R., Rauch, A., Lüscher, H.-R. and Gerstner, W. | Predicting spike timing of neocortical pyramidal neurons by simple threshold models | Journal of Computational Neuroscience (2006) 21:35-49 | fulltext |
Jolivet et al. 2008 | Jolivet, R., Kobayashi, R., Rauch, A., Naud, R., Shinomoto, S. and Gerstner, W. | A benchmark test for a quantitative assessment of simple neuron models | Journal of Neuroscience Methods (2008) 169: 417-424 | fulltext |
Jolivet et al. 2008a | Jolivet, R., Schürmann, F., Berger, T.K., Gerstner, W. and Roth, A. | The Quantitative Single-Neuron Modeling Competition | Biological Cybernetics archive (2008) 99 (4-5): 417-426 | abstract |
Naud09 | Gerstner, W. and Naud, R. | How Good are Neuron Models? | Science (2009) 326(5951): 379-380 doi:10.1126/science.1181936 |
abstract, fulltext |
Pfister and Gerstner 2006 | Pfister, J.P. and Gerstner, W. | Triplets of Spikes in a Model of Spike Timing-Dependent Plasticity | J. Neurosci. (2006) 26(38): 9673 - 9682 | abstract, fulltext |
Pfister et al. 2006 | Pfister, J.P., Toyoizumi, T., Barber, D. and Gerstner, W. | Optimal Spike-Timing Dependent Plasticity for Precise Action Potential Firing in supervised learning | Neural Computation (2006) 18:1309-1339 | |
Toyoizumi et al. 2007 | Toyoizumi, T., Pfister, J.-P., Aihara, K. and Gerstner, W. | Optimality Model of Unsupervised Spike-Timing Dependent Plasticity: Synaptic Memory and Weight Distribution | Neural Computation (2007) 19: 639-671 | abstract |
Morrison et al. 2008 | Morrison, A., Diesmann, M. and Gerstner, W. | Phenomenological models of synaptic plasticity based on spike timing | Biological Cybernetics (2008) 98: 459-478 | fulltext |
Clopath et al. 2008b | Clopath, C., Longtin, A. and Gerstner, W. | An online Hebbian learning rule that performs Independent Component Analysis | NIPS, Vancouver, B.C., Canada, December 3-6, 2007. In: MIT Press, 2008, p. 312-328 | fulltext |
Vasilaki et al. 2008 | Vasilaki, E., Urbanczik, R., Senn, W. and Gerstner, W. | Spike-based reinforcement learning of navigation | The Seventeenth Annual Computational Neuroscience Meeting, Portland, Oregon, USA (2008). Poster Presentation. |