Learning as filtering: Implications for spike-based plasticity von Jegminat, Jannes, Surace, Simone Carlo, Pfister, Jean-Pascal

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Online Maximum-Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes von Surace, Simone Carlo, Pfister, Jean-Pascal

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On the choice of metric in gradient-based theories of brain function von Surace, Simone Carlo, Pfister, Jean-Pascal, Gerstner, Wulfram, Brea, Johanni

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Efficient sampling-based Bayesian Active Learning for synaptic characterization von Gontier, Camille, Surace, Simone Carlo, Delvendahl, Igor, Müller, Martin, Pfister, Jean-Pascal

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Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception von Kutschireiter, Anna, Surace, Simone Carlo, Sprekeler, Henning, Pfister, Jean-Pascal

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A Statistical Model for In Vivo Neuronal Dynamics von Surace, Simone Carlo, Pfister, Jean-Pascal

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Learning as filtering: Implications for spike-based plasticity von Jannes Jegminat, Simone Carlo Surace, Jean-Pascal Pfister

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How to Avoid the Curse of Dimensionality: Scalability of Particle Filters with and without Importance Weights von Surace, Simone Carlo, Kutschireiter, Anna, Pfister, Jean-Pascal

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Efficient sampling-based Bayesian Active Learning for synaptic characterization von Gontier, Camille, Surace, Simone Carlo, Delvendahl, Igor, Müller, Martin, Pfister, Jean-Pascal

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A Unification of Weighted and Unweighted Particle Filters von Abedi, Ehsan, Surace, Simone Carlo, Pfister, Jean-Pascal

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The Hitchhiker’s guide to nonlinear filtering von Kutschireiter, Anna, Surace, Simone Carlo, Pfister, Jean-Pascal

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A statistical model for in vivo neuronal dynamics von Surace, Simone Carlo, Pfister, Jean-Pascal

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Publisher Correction: Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception von Kutschireiter, Anna, Surace, Simone Carlo, Sprekeler, Henning, Pfister, Jean-Pascal

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Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception von Kutschireiter, Anna, Surace, Simone Carlo, Sprekeler, Henning, Pfister, Jean-Pascal

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Asymptotically Exact Unweighted Particle Filter for Manifold-Valued Hidden States and Point Process Observations von Surace, Simone Carlo, Kutschireiter, Anna, Pfister, Jean-Pascal

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A Statistical Model for In Vivo Neuronal Dynamics: e0142435 von Surace, Simone Carlo, Pfister, Jean-Pascal

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Gauge Freedom within the Class of Linear Feedback Particle Filters von Abedi, Ehsan, Surace, Simone Carlo

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A Unification of Weighted and Unweighted Particle Filters von Abedi, Ehsan, Surace, Simone Carlo, Pfister, Jean-Pascal

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Efficient Sampling-Based Bayesian Active Learning for synaptic characterization von Gontier, Camille, Surace, Simone Carlo, Delvendahl, Igor, Müller, Martin, Pfister, Jean-Pascal

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Asymptotically exact unweighted particle filter for manifold-valued hidden states and point process observations von Surace, Simone Carlo, Kutschireiter, Anna, Pfister, Jean-Pascal

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