Srinivas C. Turaga
Orcid: 0000-0003-3247-6487
According to our database1,
Srinivas C. Turaga
authored at least 22 papers
between 2007 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2022
FourierNets enable the design of highly non-local optical encoders for computational imaging.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Teaching deep neural networks to localize sources in super-resolution microscopy by combining simulation-based learning and unsupervised learning.
CoRR, 2019
Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data.
CoRR, 2019
2018
Community-based benchmarking improves spike rate inference from two-photon calcium imaging data.
PLoS Comput. Biol., 2018
A Connectome Based Hexagonal Lattice Convolutional Network Model of the Drosophila Visual System.
CoRR, 2018
CoRR, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
A Deep Structured Learning Approach Towards Automating Connectome Reconstruction from 3D Electron Micrographs.
CoRR, 2017
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2013
Inferring neural population dynamics from multiple partial recordings of the same neural circuit.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Neural Comput., 2010
2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007