| Definitions, methods, and applications in interpretable machine learning WJ Murdoch, C Singh, K Kumbier, R Abbasi-Asl, B Yu Proceedings of the National Academy of Sciences 116 (44), 22071-22080, 2019 | 2138* | 2019 |
| Systematic integration of structural and functional data into multi-scale models of mouse primary visual cortex YN Billeh, B Cai, SL Gratiy, K Dai, R Iyer, NW Gouwens, R Abbasi-Asl, ... Neuron 106 (3), 388-403. e18, 2020 | 259 | 2020 |
| Visual physiology of the layer 4 cortical circuit in silico A Arkhipov, NW Gouwens, YN Billeh, S Gratiy, R Iyer, Z Wei, Z Xu, ... PLoS computational biology 14 (11), e1006535, 2018 | 87 | 2018 |
| Structural compression of convolutional neural networks R Abbasi-Asl, B Yu arXiv preprint arXiv:1705.07356, 2017 | 68 | 2017 |
| Superficial Bound of the Depth Limit of Two-Photon Imaging in Mouse Brain K Takasaki, R Abbasi-Asl, J Waters eNeuro 7 (1), 2020 | 67 | 2020 |
| The DeepTune framework for modeling and characterizing neurons in visual cortex area V4 R Abbasi-Asl, Y Chen, A Bloniarz, M Oliver, BDB Willmore, JL Gallant, ... bioRxiv, 465534, 2018 | 46* | 2018 |
| Interpreting Convolutional Neural Networks Through Compression R Abbasi-Asl, B Yu NIPS 2017 Symposium on Interpretable Machine Learning, 2017 | 28 | 2017 |
| Brain-computer interface in virtual reality R Abbasi-Asl, M Keshavarzi, DY Chan 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER …, 2019 | 23 | 2019 |
| Interpretable machine learning: Definitions, methods, and applications. arXiv WJ Murdoch, C Singh, K Kumbier, R Abbasi-Asl, B Yu arXiv preprint arXiv:1901.04592, 2019 | 19 | 2019 |
| Estimation of muscle force with emg signals using hammerstein-wiener model R Abbasi-Asl, R Khorsandi, S Farzampour, E Zahedi IFMBE proceedings 35, 157-160, 2011 | 19 | 2011 |
| Structural compression of convolutional neural networks with applications in interpretability R Abbasi-Asl, B Yu Frontiers in big Data 4, 704182, 2021 | 12 | 2021 |
| Hammerstein-Wiener model: a new approach to the estimation of formal neural information R Abbasi-Asl, R Khorsandi, B Vosooghi-Vahdat Basic and Clinical Neuroscience 3 (4), 45, 2012 | 12 | 2012 |
| Motor network gamma oscillations in chronic home recordings predict dyskinesia in Parkinson's disease M Olaru, S Cernera, A Hahn, TA Wozny, J Anso, C de Hemptinne, S Little, ... Brain, 2024 | 10 | 2024 |
| Automatic b-spline image registration using histogram-based landmark extraction A Ghanbari, R Abbasi-Asl, A Ghaffari, E Fatemizadeh 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, 1004-1008, 2012 | 10 | 2012 |
| Do retinal ganglion cells project natural scenes to their principal subspace and whiten them? R Abbasi-Asl, C Pehlevan, B Yu, D Chklovskii 2016 50th Asilomar Conference on Signals, Systems and Computers, 1641-1645, 2016 | 6 | 2016 |
| A new method for estimating the longevity and degradation of photovoltaic systems considering weather states A Ahadi, H Hayati, J Mitra, R Abbasi-Asl, K Awodele Frontiers in Energy 10, 277-285, 2016 | 6 | 2016 |
| Unsupervised pattern identification in spatial gene expression atlas reveals mouse brain regions beyond established ontology R Cahill, Y Wang, RP Xian, AJ Lee, H Zeng, B Yu, B Tasic, R Abbasi-Asl Proceedings of the National Academy of Sciences 121 (37), e2319804121, 2024 | 4* | 2024 |
| The entropic heart: Tracking the psychedelic state via heart rate dynamics FE Rosas, PAM Mediano, C Timmermann, AI Luppi, D Candia-Rivera, ... BioRxiv, 2023.11. 07.566008, 2023 | 4 | 2023 |
| MMRO: A feature selection criterion for mr images based on alpha stable filter responses R Abbasi-Asl, E Fatemizadeh 2011 7th Iranian Conference on Machine Vision and Image Processing, 1-5, 2011 | 3 | 2011 |
| Practical Considerations for Machine Learning-Enabled Discoveries in Spatial Transcriptomics AJ Lee, R Cahill, R Abbasi-Asl GEN Biotechnology, 2024 | 2* | 2024 |
Bin YUProfessor of Statistics and EECS, UC BerkeleyBestätigte E-Mail-Adresse bei stat.berkeley.edu
