Flexible and efficient simulation-based inference for models of decision-making

J Boelts, JM Lueckmann, R Gao, JH Macke - Elife, 2022 - elifesciences.org
Inferring parameters of computational models that capture experimental data is a central
task in cognitive neuroscience. Bayesian statistical inference methods usually require the …

Distinct synaptic transfer functions in same-type photoreceptors

C Schröder, J Oesterle, P Berens, T Yoshimatsu… - Elife, 2021 - elifesciences.org
Many sensory systems use ribbon-type synapses to transmit their signals to downstream
circuits. The properties of this synaptic transfer fundamentally dictate which aspects in the …

Simulation-based inference for parameter estimation of complex watershed simulators

R Hull, E Leonarduzzi, L De La Fuente… - Hydrology and Earth …, 2024 - hess.copernicus.org
High-resolution, spatially distributed process-based (PB) simulators are widely employed in
the study of complex watershed processes and their responses to a changing climate …

Using simulation-based inference to determine the parameters of an integrated hydrologic model: a case study from the upper Colorado River basin

R Hull, E Leonarduzzi, L De La Fuente… - Hydrology and Earth …, 2022 - hess.copernicus.org
High-resolution, spatially-distributed process-based models are a well-established tool to
explore complex watershed processes and how they may evolve under a changing climate …

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells

G Shapira, M Marcus-Kalish, O Amsalem… - Frontiers in big …, 2022 - frontiersin.org
Many scientific systems are studied using computer codes that simulate the phenomena of
interest. Computer simulation enables scientists to study a broad range of possible …

Distinct synaptic transfer functions in same-type photoreceptors

J Oesterle, B Philipp, Y Takeshi, T Baden - eLife, 2021 - search.proquest.com
Many sensory systems use ribbon-type synapses to transmit their signals to downstream
circuits. The properties of this synaptic transfer fundamentally dictate which aspects in the …