Energy-efficient network activity from disparate circuit parameters von Deistler, Michael, Macke, Jakob H, Gonçalves, Pedro J

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Training deep neural density estimators to identify mechanistic models of neural dynamics von Goncalves, Pedro J., Lueckmann, Jan-Matthis, Deistler, Michael, Nonnenmacher, Marcel, Oecal, Kaan, Bassetto, Giacomo, Chintaluri, Chaitanya, Podlaski, William F., Haddad, Sara A., Vogels, Tim P., Greenberg, David S., Macke, Jakob H.

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Benchmarking microbiome transformations favors experimental quantitative approaches to address compositionality and sampling depth biases von Lloréns-Rico, Verónica, Vieira-Silva, Sara, Gonçalves, Pedro J., Falony, Gwen, Raes, Jeroen

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Integration of sleep homeostasis and navigation in Drosophila von Flores-Valle, Andres, Goncalves, Pedro J., Seelig, Johannes D.

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The geometry of robustness in spiking neural networks von Calaim, Nuno, Dehmelt, Florian Alexander, Gonçalves, Pedro J, Machens, Christian K

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Optogenetic perturbations reveal the dynamics of an oculomotor integrator von Gonçalves, Pedro J, Arrenberg, Aristides B, Hablitzel, Bastian, Baier, Herwig, Machens, Christian K

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Sustained Activation of PV+ Interneurons in Core Auditory Cortex Enables Robust Divisive Gain Control for Complex and Naturalistic Stimuli von Gothner, Tina, Gonçalves, Pedro J, Sahani, Maneesh, Linden, Jennifer F, Hildebrandt, K Jannis

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Dysbiosis and Associated Stool Features Improve Prediction of Response to Biological Therapy in Inflammatory Bowel Disease von Caenepeel, Clara, Falony, Gwen, Machiels, Kathleen, Verstockt, Bram, Goncalves, Pedro J., Ferrante, Marc, Sabino, João, Raes, Jeroen, Vieira-Silva, Sara, Vermeire, Séverine

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Sustained Activation of PV plus Interneurons in Core Auditory Cortex Enables Robust Divisive Gain Control for Complex and Naturalistic Stimuli von Gothner, Tina, Goncalves, Pedro J., Sahani, Maneesh, Linden, Jennifer F., Hildebrandt, K. Jannis

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26th Annual Computational Neuroscience Meeting (CNS2017): Part 1 von Denham, Sue, Poirazi, Panayiota, De Schutter, Erik, Friston, Karl, Chan, Ho Ka, Nowotny, Thomas, Han, Dongqi, Hong, Sungho, Rosay, Sophie, Wernle, Tanja, Treves, Alessandro, Goethals, Sarah, Brette, Romain, Van Pottelbergh, Tomas, Sepulchre, Rodolphe, Bird, Alex D., Cuntz, Hermann, Gonçalves, Pedro J., Lueckmann, Jan-Matthis, Bassetto, Giacomo, Nonnenmacher, Marcel, Macke, Jakob H., Sederberg, Audrey J., MacLean, Jason N., Palmer, Stephanie E., Ferrari, Ulisse, Gardella, Christophe, Marre, Olivier, Mora, Thierry, Ibrahimovic, Emina, Müller, Martin, Pfister, Jean-Pascal, Chauhan, Tushar, Masquelier, Timothée, Montlibert, Alexandre, Cottereau, Benoit R., Helias, Moritz, Schuecker, Jannis, Dahmen, David, Goedeke, Sven, Hyafil, Alexandre, Hermoso-Mendizabal, Ainhoa, Rueda-Orozco, Pavel E., Jaramillo, Santiago, Robbe, David, de la Rocha, Jaime, Rooy, Marie, Koukouli, Fani, DiGregorio, David, Maskos, Uwe, Gutkin, Boris, Verisokin, Andrey Yu, Verveyko, Darya V., Postnov, Dmitry E., Wong, Willy, Talakoub, Omid, Chen, Robert, Popovic, Milos, Lisitsyn, Dmitriy, Drebitz, Eric, Grothe, Iris, Mandon, Sunita, Kreiter, Andreas, Ernst, Udo, Robinson, Peter A., Zhao, Xuelong, Aquino, Kevin M., Griffiths, John D., Mehta-Pandejee, Grishma, Gabay, Natasha, MacLaurin, James, Sarkar, Somwrita, Kunze, Tim, Haueisen, Jens, Knösche, Thomas R., Ahmad, Subutai, Cui, Yuwei, Lewis, Marcus, Hawkins, Jeff, Olmi, Simona, Petkoski, Spase, Bartolomei, Fabrice, Guye, Maxime, Jirsa, Viktor, Toutounji, Hazem, Durstewitz, Daniel, Cantarelli, Matteo, Quintana, Adrian, Marin, Boris, Earnshaw, Matt, Gleeson, Padraig, Court, Robert, McDougal, Robert, Angus Silver, R., Dura-Bernal, Salvador, Larson, Stephen, Lytton, William W., Idili, Giovanni, Posani, Lorenzo, Cocco, Simona

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Dysbiosis and Associated Stool Features Improve Prediction of Response to Biological Therapy in Inflammatory Bowel Disease von Caenepeel, Clara, Falony, Gwen, Machiels, Kathleen, Verstockt, Bram, Goncalves, Pedro J, Ferrante, Marc, Sabino, Joao, Raes, Jeroen, Vieira-Silva, Sara, Vermeire, Severine

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Benchmarking microbiome transformations favors experimental quantitative approaches to address compositionality and sampling depth biases von Llorens-Rico, Veronica, Vieira-Silva, Sara, Goncalves, Pedro J, Falony, Gwen, Raes, Jeroen

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GATSBI: Generative Adversarial Training for Simulation-Based Inference von Ramesh, Poornima, Lueckmann, Jan-Matthis, Boelts, Jan, Tejero-Cantero, Álvaro, Greenberg, David S, Gonçalves, Pedro J, Macke, Jakob H

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sbi reloaded: a toolkit for simulation-based inference workflows von Boelts, Jan, Deistler, Michael, Gloeckler, Manuel, Tejero-Cantero, Álvaro, Lueckmann, Jan-Matthis, Moss, Guy, Steinbach, Peter, Moreau, Thomas, Muratore, Fabio, Linhart, Julia, Durkan, Conor, Vetter, Julius, Miller, Benjamin Kurt, Herold, Maternus, Ziaeemehr, Abolfazl, Pals, Matthijs, Gruner, Theo, Bischoff, Sebastian, Krouglova, Nastya, Gao, Richard, Lappalainen, Janne K, Mucsányi, Bálint, Pei, Felix, Schulz, Auguste, Stefanidi, Zinovia, Rodrigues, Pedro, Schröder, Cornelius, Zaid, Faried Abu, Beck, Jonas, Kapoor, Jaivardhan, Greenberg, David S, Gonçalves, Pedro J, Macke, Jakob H

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Benchmarking Simulation-Based Inference von Lueckmann, Jan-Matthis, Boelts, Jan, Greenberg, David S, Gonçalves, Pedro J, Macke, Jakob H

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SBI -- A toolkit for simulation-based inference von Tejero-Cantero, Alvaro, Boelts, Jan, Deistler, Michael, Lueckmann, Jan-Matthis, Durkan, Conor, Gonçalves, Pedro J, Greenberg, David S, Macke, Jakob H

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GATSBI: Generative Adversarial Training for Simulation-Based Inference von Ramesh, Poornima, Jan-Matthis Lueckmann, Boelts, Jan, Tejero-Cantero, Álvaro, Greenberg, David S, Gonçalves, Pedro J, Macke, Jakob H

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Benchmarking Simulation-Based Inference von Jan-Matthis Lueckmann, Boelts, Jan, Greenberg, David S, Gonçalves, Pedro J, Macke, Jakob H

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sbi reloaded: a toolkit for simulation-based inference workflows von Boelts, Jan, Deistler, Michael, Gloeckler, Manuel, Tejero-Cantero, Álvaro, Jan-Matthis Lueckmann, Moss, Guy, Steinbach, Peter, Moreau, Thomas, Muratore, Fabio, Linhart, Julia, Durkan, Conor, Vetter, Julius, Miller, Benjamin Kurt, Herold, Maternus, Ziaeemehr, Abolfazl, Pals, Matthijs, Gruner, Theo, Bischoff, Sebastian, Krouglova, Nastya, Gao, Richard, Lappalainen, Janne K, Mucsányi, Bálint, Pei, Felix, Schulz, Auguste, Stefanidi, Zinovia, Rodrigues, Pedro, Schröder, Cornelius, Faried Abu Zaid, Beck, Jonas, Kapoor, Jaivardhan, Greenberg, David S, Gonçalves, Pedro J, Macke, Jakob H

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Truncated proposals for scalable and hassle-free simulation-based inference von Deistler, Michael, Goncalves, Pedro J, Macke, Jakob H

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