Kaan Öcal

KÖ

Publications

524

Citations

H-Index

2017

Active since

Affiliations

Center of Advanced European Studies and Research(Current)

University of Edinburgh

Max Planck Institute for Brain Research

Technical University of Munich

Max Planck Society

Kaan Öcal is an author at Center of Advanced European Studies and Research specializing in deep learning, computational neuroscience, and social sciences.

ORCID

Top concepts

Data ScienceNeuroscienceDeep LearningSocial SciencesMachine LearningComputational NeuroscienceEngineeringComputer ScienceMedicinePhysiology

Publications per year

2017–2024

Publications

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

Pedro J. Gonçalves, Jan-Matthis Lueckmann, Michael Deistler et al. · eLife · 2020 · 250 citations · Full text

Flexible statistical inference for mechanistic models of neural dynamics

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto et al. · arXiv (Cornell University) · 2017 · 96 citations · Full text

Engineering, Machine Learning, Data Science +15

Flexible statistical inference for mechanistic models of neural dynamics

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto et al. · Lirias (KU Leuven) · 2017 · 66 citations · Full text

Engineering, Machine Learning, Data Science +15

Approximating solutions of the Chemical Master equation using neural networks

Augustinas Sukys, Kaan Öcal, Ramon Grima · iScience · 2022 · 51 citations · Full text

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

Pedro J. Gonçalves, Jan-Matthis Lueckmann, Michael Deistler et al. · 2019 · 26 citations

Machine Learning, Synaptic Transmission, Circuit Neuroscience +27

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