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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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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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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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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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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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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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Deep Hierarchies in the Primate Visual Cortex: What Can We Learn for Computer Vision?

IEEE transactions on pattern analysis and machine intelligence, 2013-08, Vol.35 (8), p.1847-1871

2013

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A map of spatial navigation for neuroscience

Neuroscience and biobehavioral reviews, 2023-09, Vol.152, p.105200-105200, Article 105200

2023

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Improving sensory representations using episodic memory

Hippocampus, 2020-06, Vol.30 (6), p.638-656

2020

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Learning complex cell units from simulated prenatal retinal waves with slow feature analysis

BMC neuroscience, 2009-07, Vol.10 (S1), p.P129-P129, Article P129

2009

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Reinforcement learning on complex visual stimuli

BMC neuroscience, 2009-07, Vol.10 (S1), p.P90-P90, Article P90

2009

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Modular Networks Prevent Catastrophic Interference in Model-Based Multi-task Reinforcement Learning

Machine Learning, Optimization, and Data Science, 2022, Vol.13164, p.299-313

2022

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Spike-timing-dependent plasticity and temporal input statistics

BMC neuroscience, 2007-07, Vol.8 (S2), p.P86-P86, Article P86

2007

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A Model of Semantic Completion in Generative Episodic Memory

Neural computation, 2022-08, Vol.34 (9), p.1841-1870

2022

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Quantitative modeling of the dynamics of adult hippocampal neurogenesis in mice

BMC neuroscience, 2009-07, Vol.10 (S1), p.P335-P335, Article P335

2009

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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

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

Storage fidelity for sequence memory in the hippocampal circuit

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

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

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

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

Deep Hierarchies in the Primate Visual Cortex: What Can We Learn for Computer Vision?

A map of spatial navigation for neuroscience

Improving sensory representations using episodic memory

Learning complex cell units from simulated prenatal retinal waves with slow feature analysis

Reinforcement learning on complex visual stimuli

Modular Networks Prevent Catastrophic Interference in Model-Based Multi-task Reinforcement Learning

Spike-timing-dependent plasticity and temporal input statistics

A Model of Semantic Completion in Generative Episodic Memory

Quantitative modeling of the dynamics of adult hippocampal neurogenesis in mice

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