Dylan M. Paiton

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 7

Top Topics

Linear Transform

Biologically Inspired

Top Venues

Publications

David A. Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding. ICLR (2021)
David Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding. CoRR (2020)
Dylan M. Paiton, Steven Shepard, Kwan Ho Ryan Chan, Bruno A. Olshausen
Subspace Locally Competitive Algorithms. NICE (2020)
Yubei Chen, Dylan M. Paiton, Bruno A. Olshausen
The Sparse Manifold Transform. NeurIPS (2018)
Yubei Chen, Dylan M. Paiton, Bruno A. Olshausen
The Sparse Manifold Transform. CoRR (2018)
Ryan Zarcone, Dylan M. Paiton, Alex Anderson, Jesse H. Engel, H.-S. Philip Wong, Bruno A. Olshausen
Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage. DCC (2018)
Sheng Y. Lundquist, Dylan M. Paiton, Peter F. Schultz, Garrett T. Kenyon
Sparse encoding of binocular images for depth inference. SSIAI (2016)
Dylan M. Paiton, Sheng Y. Lundquist, William Shainin, Xinhua Zhang, Peter F. Schultz, Garrett T. Kenyon
A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical Representations. BICT (2015)
Peter F. Schultz, Dylan M. Paiton, Wei Lu, Garrett T. Kenyon
Replicating Kernels with a Short Stride Allows Sparse Reconstructions with Fewer Independent Kernels. CoRR (2014)
Sheng Y. Lundquist, Dylan M. Paiton, B. M. Nowers, Peter F. Schultz, Steven P. Brumby, A. M. Jorgensen, Garrett T. Kenyon
Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication. IJCNN (2013)
Dylan M. Paiton, Steven P. Brumby, Garrett T. Kenyon, Gerd J. Kunde, Kris D. Peterson, Mohammed I. Ham, Peter F. Schultz, John S. George
Combining multiple visual processing streams for locating and classifying objects in video. SSIAI (2012)