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Reza Abbasi-Asl
Reza Abbasi-Asl
Assistant Professor, Neurology, Bioengineering and Therapeutic Sciences, UCSF
Verified email at ucsf.edu - Homepage
Title
Cited by
Cited by
Year
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
1989*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
2352020
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
832018
Structural compression of convolutional neural networks with applications in interpretability
R Abbasi-Asl, B Yu
Frontiers in big Data 4, 704182, 2021
76*2021
Superficial Bound of the Depth Limit of Two-Photon Imaging in Mouse Brain
K Takasaki, R Abbasi-Asl, J Waters
eNeuro 7 (1), 2020
632020
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
272017
Brain-computer interface in virtual reality
R Abbasi-Asl, M Keshavarzi, DY Chan
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER …, 2019
222019
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
192011
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
182019
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
122012
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
102012
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
62024
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
62016
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
62016
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
3*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
32023
Multi-modal prototype learning for interpretable multivariable time series classification
GR Ghosal, R Abbasi-Asl
arXiv preprint arXiv:2106.09636, 2021
32021
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
32011
Structurally-constrained encoding framework using a multi-voxel reduced-rank latent model for human natural vision
A Ranjbar, AA Suratgar, MB Menhaj, R Abbasi-Asl
Journal of Neural Engineering, 2024
12024
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Articles 1–20