Neural system identification for large populations separating" what" and" where" DA Klindt*, AS Ecker*, T Euler, M Bethge Neural Information Processing Systems 30, 2017 | 134 | 2017 |
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding D Klindt*, L Schott*, Y Sharma*, I Ustyuzhaninov, W Brendel, M Bethge, ... International Conference on Learning Representations 9, (oral presentation), 2020 | 123 | 2020 |
Natural environment statistics in the upper and lower visual field are reflected in mouse retinal specializations Y Qiu, Z Zhao, D Klindt, M Kautzky, KP Szatko, F Schaeffel, K Rifai, ... Current Biology 31 (15), 3233-3247. e6, 2021 | 63* | 2021 |
Score-based generative classifiers RS Zimmermann, L Schott, Y Song, BA Dunn, DA Klindt NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications, 2021 | 49 | 2021 |
Does the way we read others' mind change over the lifespan? Insights from a massive web poll of cognitive skills from childhood to late adulthood D Klindt, M Devaine, J Daunizeau Cortex 86, 205-215, 2017 | 44 | 2017 |
The temporal structure of the inner retina at a single glance Z Zhao*, DA Klindt*, AM Chagas, KP Szatko, L Rogerson, DA Protti, ... Scientific reports 10 (1), 1-17, 2020 | 29 | 2020 |
A chromatic feature detector in the retina signals visual context changes L Höfling, KP Szatko, C Behrens, Y Deng, Y Qiu, DA Klindt, Z Jessen, ... bioRxiv, 2022.11. 30.518492, 2022 | 12 | 2022 |
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina C Schröder*, D Klindt*, S Strauss, K Franke, M Bethge, T Euler, P Berens Neural Information Processing Systems 33, (spotlight presentation), 2020 | 12 | 2020 |
Removing inter-experimental variability from functional data in systems neuroscience D Gonschorek, L Höfling, KP Szatko, K Franke, T Schubert, B Dunn, ... Advances in Neural Information Processing Systems 34, 3706-3719, 2021 | 10 | 2021 |
Uncovering 2-d toroidal representations in grid cell ensemble activity during 1-d behavior E Hermansen, DA Klindt, BA Dunn Nature Communications 15 (1), 5429, 2024 | 9 | 2024 |
Efficient coding of natural scenes improves neural system identification Y Qiu, DA Klindt, KP Szatko, D Gonschorek, L Hoefling, T Schubert, ... PLoS computational biology 19 (4), e1011037, 2023 | 7 | 2023 |
Understanding neural coding on latent manifolds by sharing features and dividing ensembles M Bjerke, L Schott, KT Jensen, C Battistin, DA Klindt, BA Dunn arXiv preprint arXiv:2210.03155, 2022 | 5 | 2022 |
Iclr 2022 challenge for computational geometry & topology: Design and results A Myers, S Utpala, S Talbar, S Sanborn, C Shewmake, C Donnat, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2022, 269-276, 2022 | 4 | 2022 |
Controlling neural network smoothness for neural algorithmic reasoning DA Klindt Transactions on Machine Learning Research, 2023 | 2 | 2023 |
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning D Kunin, A Raventós, C Dominé, F Chen, D Klindt, A Saxe, S Ganguli arXiv preprint arXiv:2406.06158, 2024 | 1 | 2024 |
Measuring Mechanistic Interpretability at Scale Without Humans RS Zimmermann, DA Klindt, W Brendel ICLR 2024 Workshop on Representational Alignment, 2024 | 1 | 2024 |
Identifying Interpretable Visual Features in Artificial and Biological Neural Systems D Klindt, S Sanborn, F Acosta, F Poitevin, N Miolane arXiv preprint arXiv:2310.11431, 2023 | 1 | 2023 |
Evaluation of Representational Similarity Scores Across Human Visual Cortex F Acosta, C Conwell, S Sanborn, DA Klindt, N Miolane UniReps: the First Workshop on Unifying Representations in Neural Models, 2023 | 1 | 2023 |
Modelling Functional Wiring and Processing from Retinal Bipolar to Ganglion Cells DA Klindt*, C Schröder*, A Vlasits, K Franke, P Berens, T Euler Computational and Systems Neuroscience (Cosyne) 2021, 2021 | 1 | 2021 |
Towards interpretable Cryo-EM: disentangling latent spaces of molecular conformations DA Klindt, A Hyvärinen, A Levy, N Miolane, F Poitevin Frontiers in Molecular Biosciences 11, 1393564, 2024 | | 2024 |