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UMAP: Uniform Manifold Approximation and Projection
- Leland McInnes, John Healy, Nathaniel Saul, Lukas Großberger
- Computer ScienceJ. Open Source Softw.
- 2 September 2018
Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction.…
Bayesian Context Aggregation for Neural Processes
- Michael Volpp, Fabian Flürenbrock, Lukas Großberger, Christian Daniel, G. Neumann
- Computer ScienceICLR
- 2021
TLDR
Unsupervised clustering of temporal patterns in high-dimensional neuronal ensembles using a novel dissimilarity measure
- Lukas Großberger, F. Battaglia, M. Vinck
- Computer Science, BiologyPLoS Comput. Biol.
- 1 July 2018
TLDR
A novel distance measure for the unsupervised clustering of temporal patterns in high-dimensional neuronal ensembles
- Lukas Großberger, F. Battaglia, M. Vinck
- Computer Science
- 24 January 2018
TLDR
Investigating Music imagery as a Cognitive Paradigm for low-Cost brain-Computer Interfaces
- Lukas Großberger, M. Hohmann, J. Peters, M. Grosse-Wentrup
- Biology, Computer ScienceGBCIC
- 1 September 2017
TLDR
Uncertainty through Sampling: The Correspondence of Monte Carlo Dropout and Spiking in Artificial Neural Networks
- K. Standvoss, Lukas Großberger
- Computer ScienceConference on Cognitive Computational…
- 2019
TLDR
Unsupervised clustering of temporal patterns in high-dimensional neuronal ensembles using a novel dissimilarity measure
- Lukas Großberger, F. Battaglia, M. Vinck
- Computer Science, BiologybioRxiv
- 30 April 2018
TLDR