Chethan Pandarinath
Orcid: 0000-0003-1241-1432
According to our database1,
Chethan Pandarinath
authored at least 12 papers
between 2010 and 2023.
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Bibliography
2023
High-performance neural population dynamics modeling enabled by scalable computational infrastructure.
J. Open Source Softw., March, 2023
lfads-torch: A modular and extensible implementation of latent factor analysis via dynamical systems.
CoRR, 2023
2022
Expressive architectures enhance interpretability of dynamics-based neural population models.
CoRR, 2022
2021
Representation learning for neural population activity with Neural Data Transformers.
CoRR, 2021
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
2019
Enabling hyperparameter optimization in sequential autoencoders for spiking neural data.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
A Comparison of Intention Estimation Methods for Decoder Calibration in Intracortical Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018
Feasibility of Automatic Error Detect-and-Undo System in Human Intracortical Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018
2016
2013
A system for optically controlling neural circuits with very high spatial and temporal resolution.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2010
Frontiers Comput. Neurosci., 2010