Jean-Pascal Pfister, Dr. - Publications

Affiliations: 
Physiology University of Bern, Bern, Bern, Switzerland 
Area:
Computational Neuroscience

28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, 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
2022 Jegminat J, Jastrzębowska MA, Pachai MV, Herzog MH, Pfister JP. Correction: Bayesian regression explains how human participants handle parameter uncertainty. Plos Computational Biology. 18: e1009932. PMID 35239645 DOI: 10.1371/journal.pcbi.1009932  0.745
2022 Jegminat J, Surace SC, Pfister JP. Learning as filtering: Implications for spike-based plasticity. Plos Computational Biology. 18: e1009721. PMID 35196324 DOI: 10.1371/journal.pcbi.1009721  0.765
2021 Aitchison L, Jegminat J, Menendez JA, Pfister JP, Pouget A, Latham PE. Synaptic plasticity as Bayesian inference. Nature Neuroscience. PMID 33707754 DOI: 10.1038/s41593-021-00809-5  0.787
2020 Jegminat J, Jastrzębowska MA, Pachai MV, Herzog MH, Pfister JP. Bayesian regression explains how human participants handle parameter uncertainty. Plos Computational Biology. 16: e1007886. PMID 32421708 DOI: 10.1371/Journal.Pcbi.1007886  0.752
2020 Surace SC, Pfister JP, Gerstner W, Brea J. On the choice of metric in gradient-based theories of brain function. Plos Computational Biology. 16: e1007640. PMID 32271761 DOI: 10.1371/Journal.Pcbi.1007640  0.736
2020 Gilson M, Pfister J. Propagation of Spiking Moments in Linear Hawkes Networks Siam Journal On Applied Dynamical Systems. 19: 828-859. DOI: 10.1137/18M1220030  0.397
2020 Kutschireiter A, Surace SC, Pfister J. The Hitchhiker’s guide to nonlinear filtering Journal of Mathematical Psychology. 94: 102307. DOI: 10.1016/J.Jmp.2019.102307  0.53
2019 Bykowska O, Gontier C, Sax AL, Jia DW, Montero ML, Bird AD, Houghton C, Pfister JP, Costa RP. Model-Based Inference of Synaptic Transmission. Frontiers in Synaptic Neuroscience. 11: 21. PMID 31481887 DOI: 10.3389/Fnsyn.2019.00021  0.48
2019 Surace SC, Kutschireiter A, Pfister J. How to Avoid the Curse of Dimensionality: Scalability of Particle Filters with and without Importance Weights Siam Review. 61: 79-91. DOI: 10.1137/17M1125340  0.455
2019 Surace SC, Pfister J. Online Maximum-Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes Ieee Transactions On Automatic Control. 64: 2814-2829. DOI: 10.1109/Tac.2018.2880404  0.456
2017 Kutschireiter A, Surace SC, Sprekeler H, Pfister JP. Publisher Correction: Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception. Scientific Reports. 7: 17585. PMID 29229925 DOI: 10.1038/S41598-017-17246-9  0.709
2017 Kutschireiter A, Surace SC, Sprekeler H, Pfister JP. Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception. Scientific Reports. 7: 8722. PMID 28821729 DOI: 10.1038/s41598-017-06519-y  0.717
2015 Surace SC, Pfister JP. A Statistical Model for In Vivo Neuronal Dynamics. Plos One. 10: e0142435. PMID 26571371 DOI: 10.1371/journal.pone.0142435  0.769
2015 Kutschireiter A, Surace SC, Sprekeler H, Pfister J. Approximate nonlinear filtering with a recurrent neural network Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-P196  0.749
2014 Blom SM, Pfister JP, Santello M, Senn W, Nevian T. Nerve injury-induced neuropathic pain causes disinhibition of the anterior cingulate cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 5754-64. PMID 24760836 DOI: 10.1523/Jneurosci.3667-13.2014  0.591
2013 Brea J, Senn W, Pfister JP. Matching recall and storage in sequence learning with spiking neural networks. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 9565-75. PMID 23739954 DOI: 10.1523/JNEUROSCI.4098-12.2013  0.694
2011 Gjorgjieva J, Clopath C, Audet J, Pfister JP. A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations. Proceedings of the National Academy of Sciences of the United States of America. 108: 19383-8. PMID 22080608 DOI: 10.1073/Pnas.1105933108  0.691
2011 Brea J, Senn W, Pfister JP. Sequence learning with hidden units in spiking neural networks Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.62
2010 Hennequin G, Gerstner W, Pfister JP. STDP in Adaptive Neurons Gives Close-To-Optimal Information Transmission. Frontiers in Computational Neuroscience. 4: 143. PMID 21160559 DOI: 10.3389/Fncom.2010.00143  0.797
2010 Pfister JP, Dayan P, Lengyel M. Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials. Nature Neuroscience. 13: 1271-5. PMID 20852625 DOI: 10.1038/Nn.2640  0.486
2010 Pfister JP, Tass PA. STDP in Oscillatory Recurrent Networks: Theoretical Conditions for Desynchronization and Applications to Deep Brain Stimulation. Frontiers in Computational Neuroscience. 4. PMID 20802859 DOI: 10.3389/Fncom.2010.00022  0.429
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  0.749
2006 Pfister JP, Gerstner W. Triplets of spikes in a model of spike timing-dependent plasticity. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 26: 9673-82. PMID 16988038 DOI: 10.1523/Jneurosci.1425-06.2006  0.651
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  0.755
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  0.762
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 0.727
2005 Pfister JP, Gerstner W. Beyond pair-based STDP: A phenomenogical rule for spike triplet and frequency effects Advances in Neural Information Processing Systems. 1081-1088.  0.519
2003 Pfister JP, Barber D, Gerstner W. Optimal hebbian learning: A probabilistic point of view Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2714: 92-98.  0.583
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