Concepedia

Biophysical Parameter Inference

Biophysical Parameter Inference is a computational framework within computational neurobiophysics that enables the estimation of underlying physiological and molecular properties of neural systems from indirect experimental measurements by integrating biophysical models with statistical inference techniques.

48

Publications

2.4K

Citations

154

Authors

103

Institutions

Publications per year

2017–2026

23

Parents

Publications

48

A novel multiple objective optimization framework for constraining conductance-based neuron models by experimental data

Shaul Druckmann · Frontiers in Neuroscience · 2007 · 319 citations · Full text

, , +17

Training deep neural density estimators to identify mechanistic models of neural dynamics

Pedro J. Gonçalves, Jan-Matthis Lueckmann, Michael Deistler et al. · eLife · 2020 · 266 citations · Full text

, , +17

Efficient Estimation of Detailed Single-Neuron Models

Quentin J. M. Huys, Misha B. Ahrens, Liam Paninski · Journal of Neurophysiology · 2006 · 146 citations

, , +17

Bayesian estimation of synaptic physiology from the spectral responses of neural masses

Rosalyn Moran, Klaas Ε. Stephan, Stefan J. Kiebel et al. · NeuroImage · 2008 · 132 citations

, , +14

Linking the Computational Structure of Variance Adaptation to Biophysical Mechanisms

Yusuf Ozuysal, Stephen A. Baccus · Neuron · 2012 · 110 citations · Full text

, , +16

1–5 of 48

Authors

154

  1. KÖ
    Kaan Öcal

    Center of Advanced European Studies and Research, Germany

    4 publications · 454 citations

    4

    h-index

  2. GB
    Giacomo Bassetto

    Center of Advanced European Studies and Research, Germany

    4 publications · 454 citations

    4

    h-index

  3. JL
    Jan-Matthis Lueckmann

    Center of Advanced European Studies and Research, Germany

    4 publications · 454 citations

    4

    h-index

  4. MN
    Marcel Nonnenmacher

    Center of Advanced European Studies and Research, Germany

    4 publications · 454 citations

    4

    h-index

  5. PJ
    Pedro J. Gonçalves

    Center of Advanced European Studies and Research, Germany

    4 publications · 454 citations

    4

    h-index

1–5 of 154

Institutions

103

  1. University of Oxford

    Oxford, United Kingdom

    6 h-index

    14 publications

    1.1K citations

  2. University College London

    London, United Kingdom

    5 h-index

    12 publications

    949 citations

  3. Center of Advanced European Studies and Research

    Bonn, Germany

    4 h-index

    24 publications

    2.7K citations

  4. Columbia University

    New York, United States

    4 h-index

    9 publications

    649 citations

  5. Oxford Centre for Computational Neuroscience

    Oxford, United Kingdom

    3 h-index

    3 publications

    311 citations

  6. Technical University of Munich

    Munich, Germany

    3 h-index

    18 publications

    2.1K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    4 publications

    93 citations

  8. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    3 h-index

    8 publications

    666 citations

1–8 of 103

Venues

  1. PLoS Computational Biology

    4 publications · 174 citations

    4

    h-index

  2. NeuroImage

    3 publications · 186 citations

    3

    h-index

  3. Physical review. E

    PRE · 2 publications · 49 citations

    2

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 45 citations

    2

    h-index

  5. Journal of Computational Neuroscience

    2 publications · 52 citations

    2

    h-index

1–5