Definitions, methods, and applications in interpretable machine learning
Murdoch, W. James, Singh, Chandan, Kumbier, Karl, Abbasi-Asl, Reza, Yu, Bin
Published in Proceedings of the National Academy of Sciences - PNAS (29.10.2019)
Published in Proceedings of the National Academy of Sciences - PNAS (29.10.2019)
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Journal Article
Visual physiology of the layer 4 cortical circuit in silico
Arkhipov, Anton, Gouwens, Nathan W, Billeh, Yazan N, Gratiy, Sergey, Iyer, Ramakrishnan, Wei, Ziqiang, Xu, Zihao, Abbasi-Asl, Reza, Berg, Jim, Buice, Michael, Cain, Nicholas, da Costa, Nuno, de Vries, Saskia, Denman, Daniel, Durand, Severine, Feng, David, Jarsky, Tim, Lecoq, Jérôme, Lee, Brian, Li, Lu, Mihalas, Stefan, Ocker, Gabriel K, Olsen, Shawn R, Reid, R Clay, Soler-Llavina, Gilberto, Sorensen, Staci A, Wang, Quanxin, Waters, Jack, Scanziani, Massimo, Koch, Christof
Published in PLoS computational biology (01.11.2018)
Published in PLoS computational biology (01.11.2018)
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Journal Article
Interpretable video-based tracking and quantification of parkinsonism clinical motor states
Deng, Daniel, Ostrem, Jill L, Nguyen, Vy, Cummins, Daniel D, Sun, Julia, Pathak, Anupam, Little, Simon, Abbasi-Asl, Reza
Published in NPJ Parkinson's Disease (25.06.2024)
Published in NPJ Parkinson's Disease (25.06.2024)
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Journal Article
Hammerstein-Wiener Model: A New Approach to the Estimation of Formal Neural Information
Abbasi-Asl, Reza, Khorsandi, Rahman, Vosooghi-Vahdat, Bijan
Published in Basic and clinical neuroscience (01.08.2012)
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Published in Basic and clinical neuroscience (01.08.2012)
Journal Article
Systematic Integration of Structural and Functional Data into Multi-scale Models of Mouse Primary Visual Cortex
Billeh, Yazan N., Cai, Binghuang, Gratiy, Sergey L., Dai, Kael, Iyer, Ramakrishnan, Gouwens, Nathan W., Abbasi-Asl, Reza, Jia, Xiaoxuan, Siegle, Joshua H., Olsen, Shawn R., Koch, Christof, Mihalas, Stefan, Arkhipov, Anton
Published in Neuron (Cambridge, Mass.) (06.05.2020)
Published in Neuron (Cambridge, Mass.) (06.05.2020)
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Unsupervised pattern identification in spatial gene expression atlas reveals mouse brain regions beyond established ontology
Cahill, Robert, Wang, Yu, Xian, R. Patrick, Lee, Alex J., Zeng, Hongkui, Yu, Bin, Tasic, Bosiljka, Abbasi-Asl, Reza
Published in Proceedings of the National Academy of Sciences - PNAS (10.09.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (10.09.2024)
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Journal Article
Motor network gamma oscillations in chronic home recordings predict dyskinesia in Parkinson's disease
Olaru, Maria, Cernera, Stephanie, Hahn, Amelia, Wozny, Thomas A, Anso, Juan, de Hemptinne, Coralie, Little, Simon, Neumann, Wolf-Julian, Abbasi-Asl, Reza, Starr, Philip A
Published in Brain (London, England : 1878) (03.06.2024)
Published in Brain (London, England : 1878) (03.06.2024)
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Journal Article
A large-scale standardized survey of neural receptive fields in an entire column in mouse V1
Abbasi Asl, Reza, Muslim, Arbaaz, Larkin, Josh, Takasaki, Kevin, Millman, Daniel, Denman, Daniel, Lecoq, Jerome, Arkhipov, Anton, Gouwens, Nathan W., Waters, Jack, Reid, R. Clay, de Vries, Saskia E. J.
Published in Journal of vision (Charlottesville, Va.) (27.09.2021)
Published in Journal of vision (Charlottesville, Va.) (27.09.2021)
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Opportunities in deep learning methods development for computational biology
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