Year |
Citation |
Score |
2023 |
Gontier C, Surace SC, Delvendahl I, Müller M, Pfister JP. Efficient sampling-based Bayesian Active Learning for synaptic characterization. Plos Computational Biology. 19: e1011342. PMID 37603559 DOI: 10.1371/journal.pcbi.1011342 |
0.798 |
|
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 |
0.771 |
|
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 |
0.793 |
|
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 |
0.755 |
|
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 |
0.718 |
|
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 |
0.396 |
|
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 |
0.511 |
|
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 |
0.493 |
|
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 |
0.433 |
|
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 |
0.45 |
|
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 |
0.733 |
|
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 |
0.739 |
|
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 |
0.774 |
|
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 |
0.731 |
|
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 |
0.589 |
|
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 |
0.807 |
|
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 |
0.684 |
|
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. |
0.624 |
|
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 |
0.799 |
|
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 |
0.487 |
|
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 |
0.434 |
|
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 |
0.748 |
|
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 |
0.66 |
|
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 |
0.759 |
|
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 |
0.763 |
|
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. |
0.723 |
|
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. |
0.521 |
|
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. |
0.592 |
|
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