Dylan M. Paiton

Affiliations:
  • University of Tübingen, Institute for Theoretical Physics, Germany
  • University of California, Berkeley, Redwood Center for Theoretical Neuroscience, CA, USA


According to our database1, Dylan M. Paiton authored at least 9 papers between 2012 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2021
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Subspace Locally Competitive Algorithms.
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

2018
The Sparse Manifold Transform.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage.
Proceedings of the 2018 Data Compression Conference, 2018

2016
Sparse encoding of binocular images for depth inference.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

2015
A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical Representations.
Proceedings of the BICT 2015, 2015

2014
Replicating Kernels with a Short Stride Allows Sparse Reconstructions with Fewer Independent Kernels.
CoRR, 2014

2013
Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Combining multiple visual processing streams for locating and classifying objects in video.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012


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