List of works - Laurenz Wiskott

A Theory of Slow Feature Analysis for Transformation-Based Input Signals with an Application to Complex Cells ⬇️

scientific article published on November 24, 2010

A computational model for preplay in the hippocampus

scientific article published on 12 November 2013

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

scientific article

Additive neurogenesis as a strategy for avoiding interference in a sparsely-coding dentate gyrus

scientific article published in January 2009

Analysis and interpretation of quadratic models of receptive fields

scientific article published in January 2007

Constrained optimization for neural map formation: a unifying framework for weight growth and normalization

scientific article

Deep hierarchies in the primate visual cortex: what can we learn for computer vision?

scientific article published on August 2013

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

scientific article published on 6 June 2017

Face recognition by elastic bunch graph matching

From grids to places

scientific article published on 29 December 2006

Functional significance of adult neurogenesis

scientific article

Gaussian-binary restricted Boltzmann machines for modeling natural image statistics. ⬇️

scientific article

Improving sensory representations using episodic memory

scientific article published on 30 December 2019

Invariant object recognition and pose estimation with slow feature analysis

scientific article published on 14 June 2011

Is slowness a learning principle of the visual cortex?

scientific article published in January 2003

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

scientific article published on 8 May 2015

Modeling place field activity with hierarchical slow feature analysis

scientific article published on 22 May 2015

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

scientific article

Multivariate slow feature analysis and decorrelation filtering for blind source separation

scientific article

On the analysis and interpretation of inhomogeneous quadratic forms as receptive fields

scientific article published in August 2006

RatLab: an easy to use tool for place code simulations

scientific article

Recognizing faces by dynamic link matching

scientific article published in December 1996

Reinforcement learning on slow features of high-dimensional input streams

scientific article

Slow feature analysis on retinal waves leads to V1 complex cells

scientific article

Slow feature analysis yields a rich repertoire of complex cell properties

scientific article published on 20 July 2005

Slow feature analysis: a theoretical analysis of optimal free responses

scientific article published in September 2003

Slow feature analysis: unsupervised learning of invariances

scientific article published in April 2002

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

scientific article

Slowness as a Proxy for Temporal Predictability: An Empirical Comparison

scientific article published on 22 March 2018

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

scientific article

Spatial representations of place cells in darkness are supported by path integration and border information

scientific article

Spike-timing-dependent plasticity and temporal input statistics.

scientific article published on 6 July 2007

Storage fidelity for sequence memory in the hippocampal circuit

scientific article published in PLoS ONE

The Interaction between Semantic Representation and Episodic Memory.

scientific article published on 8 December 2017

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

scientific article

What is the relation between slow feature analysis and independent component analysis?

scientific article published in October 2006

List of works by Laurenz Wiskott

A Theory of Slow Feature Analysis for Transformation-Based Input Signals with an Application to Complex Cells ⬇️

A computational model for preplay in the hippocampus

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

Additive neurogenesis as a strategy for avoiding interference in a sparsely-coding dentate gyrus

Analysis and interpretation of quadratic models of receptive fields

Constrained optimization for neural map formation: a unifying framework for weight growth and normalization

Deep hierarchies in the primate visual cortex: what can we learn for computer vision?

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

Face recognition by elastic bunch graph matching

Face recognition by elastic bunch graph matching

From grids to places

Functional significance of adult neurogenesis

Gaussian-binary restricted Boltzmann machines for modeling natural image statistics. ⬇️

Improving sensory representations using episodic memory

Invariant object recognition and pose estimation with slow feature analysis

Is slowness a learning principle of the visual cortex?

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

Modeling place field activity with hierarchical slow feature analysis

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

Multivariate slow feature analysis and decorrelation filtering for blind source separation

On the analysis and interpretation of inhomogeneous quadratic forms as receptive fields

RatLab: an easy to use tool for place code simulations

Recognizing faces by dynamic link matching

Reinforcement learning on slow features of high-dimensional input streams

Slow feature analysis on retinal waves leads to V1 complex cells

Slow feature analysis yields a rich repertoire of complex cell properties

Slow feature analysis: a theoretical analysis of optimal free responses

Slow feature analysis: unsupervised learning of invariances

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

Slowness as a Proxy for Temporal Predictability: An Empirical Comparison

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

Spatial representations of place cells in darkness are supported by path integration and border information

Spike-timing-dependent plasticity and temporal input statistics.

Storage fidelity for sequence memory in the hippocampal circuit

The Interaction between Semantic Representation and Episodic Memory.

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?