Sensory cortex is optimized for prediction of future input Y Singer, Y Teramoto, BDB Willmore, JWH Schnupp, AJ King, NS Harper elife 7, e31557, 2018 | 73 | 2018 |
STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds AS Sheikh, NS Harper, J Drefs, Y Singer, Z Dai, RE Turner, J Lücke PLoS computational biology 15 (1), e1006595, 2019 | 16 | 2019 |
Restoring speech intelligibility for hearing aid users with deep learning PU Diehl, Y Singer, H Zilly, U Schönfeld, P Meyer-Rachner, M Berry, ... Scientific Reports 13 (1), 2719, 2023 | 11 | 2023 |
Hierarchical temporal prediction captures motion processing from retina to higher visual cortex Y Singer, BDB Willmore, AJ King, NS Harper bioRxiv, 575464, 2019 | 6 | 2019 |
Hierarchical temporal prediction captures motion processing along the visual pathway Y Singer, L Taylor, BDB Willmore, AJ King, NS Harper Elife 12, e52599, 2023 | 3 | 2023 |
Non-intrusive deep learning-based computational speech metrics with high-accuracy across a wide range of acoustic scenes PU Diehl, L Thorbergsson, Y Singer, V Skripniuk, A Pudszuhn, ... Plos one 17 (11), e0278170, 2022 | 2 | 2022 |
Deep learning-based denoising streamed from mobile phones improves speech-in-noise understanding for hearing aid users PU Diehl, H Zilly, F Sattler, Y Singer, K Kepp, M Berry, H Hasemann, ... arXiv preprint arXiv:2308.11456, 2023 | 1 | 2023 |
Temporal prediction as principle underlying sensory representations Y Singer University of Oxford, 2019 | | 2019 |