Uygar Sümbül

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 11

Top Topics

Backpropagation Neural Networks

Biologically Inspired

Population Dynamics

Top Venues

Publications

Lu Mi, Trung Le, Tianxing He, Eli Shlizerman, Uygar Sümbül
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics. NeurIPS (2023)
Lu Mi, Trung Le, Tianxing He, Eli Shlizerman, Uygar Sümbül
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics. CoRR (2023)
Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. CoRR (2022)
Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. NeurIPS (2022)
Rohan Gala, Agata Budzillo, Fahimeh Baftizadeh, Jeremy A. Miller, Nathan W. Gouwens, Anton Arkhipov, Gabe Murphy, Bosiljka Tasic, Hongkui Zeng, Michael Hawrylycz, Uygar Sümbül
Consistent cross-modal identification of cortical neurons with coupled autoencoders. Nat. Comput. Sci. 1 (2) (2021)
Yeganeh M. Marghi, Rohan Gala, Uygar Sümbül
Joint Learning of Discrete and Continuous Variability with Coupled Autoencoding Agents. CoRR (2020)
Rohan Gala, Nathan Gouwens, Zizhen Yao, Agata Budzillo, Osnat Penn, Bosiljka Tasic, Gabe Murphy, Hongkui Zeng, Uygar Sümbül
A coupled autoencoder approach for multi-modal analysis of cell types. CoRR (2019)
James Gornet, Kannan Umadevi Venkataraju, Arun Narasimhan, Nicholas L. Turner, Kisuk Lee, H. Sebastian Seung, Pavel Osten, Uygar Sümbül
Reconstructing neuronal anatomy from whole-brain images. CoRR (2019)
James Gornet, Kannan Umadevi Venkataraju, Arun Narasimhan, Nicholas L. Turner, Kisuk Lee, H. Sebastian Seung, Pavel Osten, Uygar Sümbül
Reconstructing Neuronal Anatomy from Whole-Brain Images. ISBI (2019)
Rohan Gala, Nathan Gouwens, Zizhen Yao, Agata Budzillo, Osnat Penn, Bosiljka Tasic, Gabe Murphy, Hongkui Zeng, Uygar Sümbül
A coupled autoencoder approach for multi-modal analysis of cell types. NeurIPS (2019)
Uygar Sümbül, Douglas H. Roossien, Dawen Cai, Fei Chen, Nicholas Barry, John P. Cunningham, Edward S. Boyden, Liam Paninski
Automated scalable segmentation of neurons from multispectral images. NIPS (2016)
Uygar Sümbül, Juan M. Santos, John M. Pauly
Improved Time Series Reconstruction for Dynamic Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 28 (7) (2009)
Uygar Sümbül, Juan M. Santos, John M. Pauly
A Practical Acceleration Algorithm for Real-Time Imaging. IEEE Trans. Medical Imaging 28 (12) (2009)
Haldun M. Özaktas, Uygar Sümbül
Interpolating Between Periodicity and Discreteness Through the Fractional Fourier Transform. IEEE Trans. Signal Process. 54 (11) (2006)