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Gaussian-binary restricted Boltzmann machines for modeling natural image statistics

PloS one, 2017-02, Vol.12 (2), p.e0171015-e0171015

2017

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Improved graph-based SFA: information preservation complements the slowness principle

Machine learning, 2020-05, Vol.109 (5), p.999-1037

2020

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Modeling the function of episodic memory in spatial learning

Frontiers in psychology, 2023-04, Vol.14, p.1160648-1160648

2023

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A neural network model for online one-shot storage of pattern sequences

PloS one, 2024-06, Vol.19 (6), p.e0304076

2024

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Context-dependent extinction learning emerging from raw sensory inputs: a reinforcement learning approach

Scientific reports, 2021-02, Vol.11 (1), p.2713-2713, Article 2713

2021

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Slowness and sparseness lead to place, head-direction, and spatial-view cells

PLoS computational biology, 2007-08, Vol.3 (8), p.e166-e166

2007

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Slow Feature Analysis: Unsupervised Learning of Invariances

Neural computation, 2002-04, Vol.14 (4), p.715-770

2002

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Memory storage fidelity in the hippocampal circuit: the role of subregions and input statistics

PLoS computational biology, 2015-05, Vol.11 (5), p.e1004250-e1004250

2015

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A functional hypothesis for adult hippocampal neurogenesis: Avoidance of catastrophic interference in the dentate gyrus

Hippocampus, 2006, Vol.16 (3), p.329-343

2006

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Reinforcement learning on slow features of high-dimensional input streams

PLoS computational biology, 2010-08, Vol.6 (8), p.e1000894

2010

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Storage fidelity for sequence memory in the hippocampal circuit

PloS one, 2018-10, Vol.13 (10), p.e0204685-e0204685

2018

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Correction: Gaussian-binary restricted Boltzmann machines for modeling natural image statistics

PloS one, 2017-03, Vol.12 (3), p.e0174289-e0174289

2017

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Iterative Oblique Decision Trees Deliver Explainable RL Models

Algorithms, 2023-06, Vol.16 (6), p.282

2023

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tachAId-An interactive tool supporting the design of human-centered AI solutions

Frontiers in artificial intelligence, 2024-03, Vol.7, p.1354114-1354114

2024

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A Tutorial on the Spectral Theory of Markov Chains

Neural computation, 2023-10, Vol.35 (11), p.1713-1796

2023

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Slow feature analysis on retinal waves leads to V1 complex cells

PLoS computational biology, 2014-05, Vol.10 (5), p.e1003564-e1003564

2014

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Slowness: an objective for spike-timing-dependent plasticity?

PLoS computational biology, 2007-06, Vol.3 (6), p.e112-e112

2007

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Slow Feature Analysis: A Theoretical Analysis of Optimal Free Responses

Neural computation, 2003-09, Vol.15 (9), p.2147-2177

Wiskott, Laurenz

2003

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Experience-Dependency of Reliance on Local Visual and Idiothetic Cues for Spatial Representations Created in the Absence of Distal Information

Frontiers in behavioral neuroscience, 2017-06, Vol.11, p.92-92

2017

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The role of additive neurogenesis and synaptic plasticity in a hippocampal memory model with grid-cell like input

PLoS computational biology, 2011-01, Vol.7 (1), p.e1001063-e1001063

2011

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What Is the Relation Between Slow Feature Analysis and Independent Component Analysis?

Neural computation, 2006-10, Vol.18 (10), p.2495-2508

2006

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Modular Toolkit for Data Processing (MDP): A Python Data Processing Framework

Frontiers in neuroinformatics, 2008, Vol.2, p.8-8

2008

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On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields

Neural computation, 2006-08, Vol.18 (8), p.1868-1895

2006

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Cover Image, Volume 30, Issue 6

Hippocampus, 2020-06, Vol.30 (6)

2020

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Slowness as a Proxy for Temporal Predictability: An Empirical Comparison

Neural computation, 2018-05, Vol.30 (5), p.1151-1179

2018

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Gaussian-binary restricted Boltzmann machines for modeling natural image statistics

Improved graph-based SFA: information preservation complements the slowness principle

Modeling the function of episodic memory in spatial learning

A neural network model for online one-shot storage of pattern sequences

Context-dependent extinction learning emerging from raw sensory inputs: a reinforcement learning approach

Slowness and sparseness lead to place, head-direction, and spatial-view cells

Slow Feature Analysis: Unsupervised Learning of Invariances

Memory storage fidelity in the hippocampal circuit: the role of subregions and input statistics

A functional hypothesis for adult hippocampal neurogenesis: Avoidance of catastrophic interference in the dentate gyrus

Reinforcement learning on slow features of high-dimensional input streams

Storage fidelity for sequence memory in the hippocampal circuit

Correction: Gaussian-binary restricted Boltzmann machines for modeling natural image statistics

Iterative Oblique Decision Trees Deliver Explainable RL Models

tachAId-An interactive tool supporting the design of human-centered AI solutions

A Tutorial on the Spectral Theory of Markov Chains

Slow feature analysis on retinal waves leads to V1 complex cells

Slowness: an objective for spike-timing-dependent plasticity?

Slow Feature Analysis: A Theoretical Analysis of Optimal Free Responses

Experience-Dependency of Reliance on Local Visual and Idiothetic Cues for Spatial Representations Created in the Absence of Distal Information

The role of additive neurogenesis and synaptic plasticity in a hippocampal memory model with grid-cell like input

What Is the Relation Between Slow Feature Analysis and Independent Component Analysis?

Modular Toolkit for Data Processing (MDP): A Python Data Processing Framework

On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields

Cover Image, Volume 30, Issue 6

Slowness as a Proxy for Temporal Predictability: An Empirical Comparison

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