Improved graph-based SFA: information preservation complements the slowness principle.
- Published in:
- Machine Learning, 2020, v. 109, n. 5, p. 999, doi. 10.1007/s10994-019-05860-9
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- Publication type:
- Article
Works matching AU Wiskott, Laurenz
Results: 35
1
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Graph-based predictable feature analysis.
- Published in:
- Machine Learning, 2017, v. 106, n. 9-10, p. 1359, doi. 10.1007/s10994-017-5632-x
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- Publication type:
- Article
3
Graph-based predictable feature analysis.
- Published in:
- Machine Learning, 2017, v. 106, n. 9-10, p. 1359, doi. 10.1007/s10994-017-5632-x
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- Publication type:
- Article
4
Improving sensory representations using episodic memory.
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- Hippocampus, 2020, v. 30, n. 6, p. 638, doi. 10.1002/hipo.23186
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- Publication type:
- Article
5
Cover Image, Volume 30, Issue 6.
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- Hippocampus, 2020, v. 30, n. 6, p. C1, doi. 10.1002/hipo.22789
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- Publication type:
- Article
6
A functional hypothesis for adult hippocampal neurogenesis: Avoidance of catastrophic interference in the dentate gyrus.
- Published in:
- Hippocampus, 2006, v. 16, n. 3, p. 329, doi. 10.1002/hipo.20167
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- Publication type:
- Article
7
Storage fidelity for sequence memory in the hippocampal circuit.
- Published in:
- PLoS ONE, 2018, v. 13, n. 10, p. 1, doi. 10.1371/journal.pone.0204685
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- Publication type:
- Article
8
Experience-Dependency of Reliance on Local Visual and Idiothetic Cues for Spatial Representations Created in the Absence of Distal Information.
- Published in:
- Frontiers in Behavioral Neuroscience, 2017, p. 1, doi. 10.3389/fnbeh.2017.00092
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- Publication type:
- Article
9
Spatial representations of place cells in darkness are supported by path integration and border information.
- Published in:
- Frontiers in Behavioral Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fnbeh.2014.00222
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- Publication type:
- Article
10
Slowness and Sparseness Lead to Place, Head-Direction, and Spatial-View Cells.
- Published in:
- PLoS Computational Biology, 2007, v. 3, n. 8, p. 1605, doi. 10.1371/journal.pcbi.0030166
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- Publication type:
- Article
11
Slowness: An Objective for Spike-Timing-Dependent Plasticity?
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- PLoS Computational Biology, 2007, v. 3, n. 6, p. 1136, doi. 10.1371/journal.pcbi.0030112
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- Publication type:
- Article
12
tachAId--An interactive tool supporting the design of human-centered AI solutions.
- Published in:
- Frontiers in Artificial Intelligence, 2024, p. 01, doi. 10.3389/frai.2024.1354114
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- Publication type:
- Article
13
Additive neurogenesis as a strategy for avoiding interference in a sparsely-coding dentate gyrus.
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- Network: Computation in Neural Systems, 2009, v. 20, n. 3, p. 137, doi. 10.1080/09548980902993156
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- Article
14
Correction: Gaussian-binary restricted Boltzmann machines for modeling natural image statistics.
- Published in:
- 2017
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- Correction Notice
15
Gaussian-binary restricted Boltzmann machines for modeling natural image statistics.
- Published in:
- PLoS ONE, 2017, v. 12, n. 2, p. 1, doi. 10.1371/journal.pone.0171015
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- Publication type:
- Article
16
Modeling place field activity with hierarchical slow feature analysis.
- Published in:
- Frontiers in Computational Neuroscience, 2015, v. 9, p. 1, doi. 10.3389/fncom.2015.00051
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- Publication type:
- Article
17
A computational model for preplay in the hippocampus.
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- Frontiers in Computational Neuroscience, 2013, p. 1, doi. 10.3389/fncom.2013.00161
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- Publication type:
- Article
18
RatLab: an easy to use tool for place code simulations.
- Published in:
- Frontiers in Computational Neuroscience, 2013, v. 7, p. 1, doi. 10.3389/fncom.2013.00104
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- Article
19
An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation.
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- Journal of Machine Learning Research, 2014, v. 15, n. 3, p. 921
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- Publication type:
- Article
20
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis.
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- Journal of Machine Learning Research, 2013, v. 14, n. 12, p. 3683
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- Publication type:
- Article
21
Context-dependent extinction learning emerging from raw sensory inputs: a reinforcement learning approach.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-81157-z
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- Article
22
Modeling the function of episodic memory in spatial learning.
- Published in:
- Frontiers in Psychology, 2023, p. 01, doi. 10.3389/fpsyg.2023.1160648
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- Publication type:
- Article
23
Correction: A neural network model for online one-shot storage of pattern sequences.
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- 2024
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- Publication type:
- Correction Notice
24
A neural network model for online one-shot storage of pattern sequences.
- Published in:
- PLoS ONE, 2024, v. 19, n. 6, p. 1, doi. 10.1371/journal.pone.0304076
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- Publication type:
- Article
25
Memory Storage Fidelity in the Hippocampal Circuit: The Role of Subregions and Input Statistics.
- Published in:
- PLoS Computational Biology, 2015, v. 11, n. 5, p. 1, doi. 10.1371/journal.pcbi.1004250
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- Publication type:
- Article
26
Slow Feature Analysis on Retinal Waves Leads to V1 Complex Cells.
- Published in:
- PLoS Computational Biology, 2014, v. 10, n. 5, p. 1, doi. 10.1371/journal.pcbi.1003564
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- Publication type:
- Article
27
The Role of Additive Neurogenesis and Synaptic Plasticity in a Hippocampal Memory Model with Grid-Cell Like Input.
- Published in:
- PLoS Computational Biology, 2011, v. 7, n. 1, p. 1, doi. 10.1371/journal.pcbi.1001063
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- Publication type:
- Article
28
Reinforcement Learning on Slow Features of High-Dimensional Input Streams.
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- PLoS Computational Biology, 2010, v. 6, n. 8, p. 1, doi. 10.1371/journal.pcbi.1000894
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- Publication type:
- Article
29
A NEURAL SYSTEM FOR THE RECOGNITION OF PARTIALLY OCCLUDED OBJECTS IN CLUTTERED SCENES: A PILOT STUDY.
- Published in:
- International Journal of Pattern Recognition & Artificial Intelligence, 1993, v. 7, n. 4, p. 935, doi. 10.1142/S0218001493000479
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- Publication type:
- Article
30
Iterative Oblique Decision Trees Deliver Explainable RL Models.
- Published in:
- Algorithms, 2023, v. 16, n. 6, p. 282, doi. 10.3390/a16060282
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- Publication type:
- Article
31
Latent Representation Prediction Networks.
- Published in:
- International Journal of Pattern Recognition & Artificial Intelligence, 2022, v. 36, n. 1, p. 1, doi. 10.1142/S0218001422510028
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- Publication type:
- Article
32
Reinforcement learning on complex visual stimuli.
- Published in:
- BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P90
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- Publication type:
- Article
33
Quantitative modeling of the dynamics of adult hippocampal neurogenesis in mice.
- Published in:
- BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P335
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- Publication type:
- Article
34
Visualization of higher-level receptive fields in a hierarchical model of the visual system.
- Published in:
- BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P158
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- Publication type:
- Article
35
Learning complex cell units from simulated prenatal retinal waves with slow feature analysis.
- Published in:
- BMC Neuroscience, 2009, v. 10, p. 1, doi. 10.1186/1471-2202-10-S1-P129
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- Publication type:
- Article