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paper/paper.bib

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@@ -167,7 +167,7 @@ @book{python
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@article{lueckmann2017flexible,
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title={Flexible statistical inference for mechanistic models of neural dynamics},
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author={Lueckmann, Jan-Matthis and Goncalves, Pedro J and Bassetto, Giacomo and {\"O}cal, Kaan and Nonnenmacher, Marcel and Macke, Jakob H},
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author={Lueckmann, Jan-Matthis and Gon{\c{c}}alves, Pedro J and Bassetto, Giacomo and {\"O}cal, Kaan and Nonnenmacher, Marcel and Macke, Jakob H},
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journal={Advances in neural information processing systems},
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volume={30},
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year={2017},
@@ -267,15 +267,15 @@ @article{tejerocantero2020sbi
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volume = {5},
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number = {52},
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pages = {2505},
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author = {Tejero-Cantero, Alvaro and Boelts, Jan and Deistler, Michael and Lueckmann, Jan-Matthis and Durkan, Conor and Goncalves, Pedro J. and Greenberg, David S. and Macke, Jakob H.},
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author = {Tejero-Cantero, Alvaro and Boelts, Jan and Deistler, Michael and Lueckmann, Jan-Matthis and Durkan, Conor and Gon{\c{c}}alves, Pedro J and Greenberg, David S. and Macke, Jakob H.},
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title = {sbi: A toolkit for simulation-based inference},
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journal = {Journal of Open Source Software},
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doi = {10.21105/joss.02505},
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}
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@inproceedings{lueckmann2021benchmarking,
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title={Benchmarking simulation-based inference},
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author={Lueckmann, Jan-Matthis and Boelts, Jan and Greenberg, David S. and Goncalves, Pedro and Macke, Jakob H.},
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author={Lueckmann, Jan-Matthis and Boelts, Jan and Greenberg, David S. and Gon{\c{c}}alves, Pedro J and Macke, Jakob H.},
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booktitle={International Conference on Artificial Intelligence and Statistics},
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pages={343--351},
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year={2021},
@@ -340,14 +340,14 @@ @article{oesterle2020bayesian
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}
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@conference{nonnenmacher2018sbi,
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Author = {Nonnenmacher, Marcel and Goncalves, Pedro J and Bassetto, Giacomo and Lueckmann, Jan-Matthis and Macke, Jakob H},
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Author = {Nonnenmacher, Marcel and Gon{\c{c}}alves, Pedro J and Bassetto, Giacomo and Lueckmann, Jan-Matthis and Macke, Jakob H},
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Booktitle = {Bernstein Conference 2018, Berlin, Germany},
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Title = {Robust statistical inference for simulation-based models in neuroscience},
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Doi = {10.12751/nncn.bc2018.0222},
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Year = {2018}}
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@conference{goncalves2017cns,
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Author = {Goncalves, Pedro J and Lueckmann, Jan-Matthis and Bassetto, Giacomo and Nonnenmacher, Marcel and Macke, Jakob H},
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Author = {Gon{\c{c}}alves, Pedro J and Lueckmann, Jan-Matthis and Bassetto, Giacomo and Nonnenmacher, Marcel and Macke, Jakob H},
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Booktitle = {26th Annual Computational Neuroscience Meeting, Antwerp, Belgium},
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Title = {Flexible Bayesian inference for complex models of single neurons},
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Doi = {10.1186/s12868-017-0370-3},
@@ -430,7 +430,7 @@ @article{durkan2018sequential
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Year = {2018}}
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@conference{lueckmann2019amortised,
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Author = {Lueckmann, Jan-Matthis and Goncalves, Pedro and Chintaluri, Chaitanya and Podlaski, William F and Bassetto, Giacomo and Vogels, Tim P and Macke, Jakob H},
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Author = {Lueckmann, Jan-Matthis and Gon{\c{c}}alves, Pedro J and Chintaluri, Chaitanya and Podlaski, William F and Bassetto, Giacomo and Vogels, Tim P and Macke, Jakob H},
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Booktitle = {Computational and Systems Neuroscience Meeting (COSYNE) 2019, Lisbon, Portugal},
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Title = {Amortised inference for mechanistic models of neural dynamics},
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Year = {2019}}
@@ -606,7 +606,7 @@ @inproceedings{ma2021comparison
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@inproceedings{deistler2022truncated,
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title={Truncated proposals for scalable and hassle-free simulation-based inference},
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author={Michael Deistler and Pedro J. Goncalves and Jakob H. Macke},
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author={Deistler, Michael and Gon{\c{c}}alves, Pedro J and Macke, Jakob H},
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booktitle={Advances in Neural Information Processing Systems},
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editor={Alice H. Oh and Alekh Agarwal and Danielle Belgrave and Kyunghyun Cho},
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year={2022},
@@ -760,7 +760,7 @@ @article{hermans2022crisis
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@article{deistler2024differentiable,
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year = {2024},
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publisher = {Cold Spring Harbor Laboratory},
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author = {Deistler, Michael and Kadhim, Kyra L. and Pals, Matthijs and Beck, Jonas and Huang, Ziwei and Gloeckler, Manuel and Lappalainen, Janne K. and Schr{\"o}der, Cornelius and Berens, Philipp and Gon{\c c}alves, Pedro J. and Macke, Jakob H.},
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author = {Deistler, Michael and Kadhim, Kyra L. and Pals, Matthijs and Beck, Jonas and Huang, Ziwei and Gloeckler, Manuel and Lappalainen, Janne K. and Schr{\"o}der, Cornelius and Berens, Philipp and Gon{\c c}alves, Pedro J and Macke, Jakob H.},
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title = {Differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics},
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journal = {bioRxiv},
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doi = {10.1101/2024.08.21.608979}
@@ -803,7 +803,7 @@ @article{bondarenko2023embryo
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@article{confavreux2023meta,
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title={Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference},
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author={Confavreux, Basile and Ramesh, Poornima and Goncalves, Pedro J and Macke, Jakob H and Vogels, Tim},
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author={Confavreux, Basile and Ramesh, Poornima and Gon{\c c}alves, Pedro J and Macke, Jakob H and Vogels, Tim},
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journal={Advances in Neural Information Processing Systems},
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volume={36},
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pages={13545--13558},

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