conftrace_

slow feature analysis

13 papers

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Also known as

SFA

Co-occurring keywords

feature extraction (1580) unsupervised learning (3264) representation learning (6206) feature learning (1311) dimensionality reduction (720) network trajectories (1) dynamic time warping (81) neuronal trajectories (1) latent feature learning (5) biologically plausible (10)

Papers

A Biologically Plausible Neural Network for Slow Feature Analysis NIPS 2020
Visual Localization and Mapping with Hybrid SFA CORL 2020
Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening ACML 2019
The Sparse Manifold Transform NIPS 2018
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs JMLR 2016
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016
An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation JMLR 2014
DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition CVPR 2014
Learning Slow Features for Behaviour Analysis ICCV 2013
Construction of Approximation Spaces for Reinforcement Learning JMLR 2013
Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis CVPR 2013
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis JMLR 2013
Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks NIPS 2009