Implementing a bayes filter in a neural circuit: The case of unknown stimulus dynamics S Sokoloski Neural computation 29 (9), 2450-2490, 2017 | 14 | 2017 |
Modelling the neural code in large populations of correlated neurons S Sokoloski, A Aschner, R Coen-Cagli Elife 10, e64615, 2021 | 8 | 2021 |
Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown Stimulus Dynamics. ArXiv S Sokoloski arXiv preprint ArXiv:1512.07839, 2015 | 5 | 2015 |
Asymmetric distribution of color-opponent response types across mouse visual cortex supports superior color vision in the sky K Franke, C Cai, K Ponder, J Fu, S Sokoloski, P Berens, AS Tolias bioRxiv, 2023 | 2 | 2023 |
Implementing Bayesian inference with neural networks S Sokoloski 2019 Leipzig, 2019 | 2 | 2019 |
Efficient stochastic control with Kullback Leibler costs using kernel methods S Sokoloski Efficient stochastic control with Kullback Leibler costs using kernel methods, 2013 | 1 | 2013 |
A Unified Theory of Exact Inference and Learning in Exponential Family Latent Variable Models S Sokoloski arXiv preprint arXiv:2404.19501, 2024 | | 2024 |
A computational approach to visual ecology with deep reinforcement learning S Sokoloski, J Majnik, P Berens arXiv preprint arXiv:2402.05266, 2024 | | 2024 |
Effects of non-retinal inputs in visual thalamus depend on visual responsiveness and stimulus context L Schmors, A Kotkat, Y Bauer, Z Huang, D Crombie, L Meyerolbersleben, ... bioRxiv, 2023.10. 18.562960, 2023 | | 2023 |
Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering S Sokoloski, P Berens arXiv preprint arXiv:2206.04841, 2022 | | 2022 |
Conditional Finite Mixtures of Poisson Distributions for Context-Dependent Neural Correlations S Sokoloski, R Coen-Cagli arXiv preprint arXiv:1908.00637, 2019 | | 2019 |
Implementing a Bayes Filter in a Neural Circuit: The Case of Unknown, Nonlinear Stimulus Dynamics S Sokoloski arXiv preprint arXiv:1512.07839, 2015 | | 2015 |
Nonlinear Filtering with Population Codes. S Sokoloski arXiv preprint arXiv:1512.07839, 2015 | | 2015 |
A Biologically Realistic Model of Saccadic Eye Control with Probabilistic Population Codes S Sokoloski arXiv preprint arXiv:1210.4145, 2012 | | 2012 |
Modelling the neural code in large S Sokoloski, A Aschner, R Coen-Cagli | | |
Training Stay Review S Sokoloski | | |