Claudius Gros

According to our database, Claudius Gros authored at least 44 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Editorial: The roles of self-organization and sensory adaptation for locomotion in animals and robots.

Bulcsú Sándor, Claudius Gros, Poramate Manoonpong

Frontiers Neurorobotics, 2024

Climbing the Complexity Ladder with Expressive Attention.

Claudius Gros

CoRR, 2024

Self-organized Attractoring in Locomoting Animals and Robots: An Emerging Field.

Bulcsú Sándor, Claudius Gros

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Scaling Laws for a Multi-Agent Reinforcement Learning Model.

Oren Neumann, Claudius Gros

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Neural Self-organization for Muscle-Driven Robots.

Elias Fischer, Bulcsú Sándor, Claudius Gros

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Flow Control: Local Spectral Radius Regulation.

Fabian Schubert, Claudius Gros

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Size Scaling in Self-Play Reinforcement Learning.

Oren Neumann, Claudius Gros

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Nonlinear Dendritic Coincidence Detection for Supervised Learning.

Fabian Schubert, Claudius Gros

Frontiers Comput. Neurosci., 2021

Local Homeostatic Regulation of the Spectral Radius of Echo-State Networks.

Fabian Schubert, Claudius Gros

Frontiers Comput. Neurosci., 2021

Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences.

Claudius Gros

Frontiers Comput. Neurosci., 2021

Collective Strategy Condensation: When Envy Splits Societies.

Claudius Gros

Entropy, 2021

Charting closed-loop collective cultural decisions: From book best sellers and music downloads to Twitter hashtags and Reddit comments.

Lukas Schneider, Johannes Scholten, Bulcsú Sándor, Claudius Gros

CoRR, 2021

Investment vs. reward in a competitive knapsack problem.

Oren Neumann, Claudius Gros

CoRR, 2021

2019

A generic framework for task selection driven by synthetic emotions.

Claudius Gros

CoRR, 2019

When the goal is to generate a series of activities: A self-organized simulated robot arm.

Tim Koglin, Bulcsú Sándor, Claudius Gros

CoRR, 2019

Embodied robots driven by self-organized environmental feedback.

Frederike Kubandt, Michael Nowak, Tim Koglin, Claudius Gros, Bulcsú Sándor

Adapt. Behav., 2019

2018

Kick Control: Using the Attracting States Arising Within the Sensorimotor Loop of Self-Organized Robots as Motor Primitives.

Bulcsú Sándor, Michael Nowak, Tim Koglin, Laura Martin, Claudius Gros

Frontiers Neurorobotics, 2018

An empirical study of the per capita yield of science Nobel prizes: Is the US era coming to an end?

Claudius Gros

CoRR, 2018

2017

Complex activity patterns generated by short-term synaptic plasticity.

Bulcsú Sándor, Claudius Gros

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

A self-organized one-neuron controller for artificial life on wheels.

Claudius Gros, Laura Martin, Bulcsú Sándor

Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016

Closed-loop Robots Driven by Short-Term Synaptic Plasticity: Emergent Explorative vs. Limit-Cycle Locomotion.

Laura Martin, Bulcsú Sándor, Claudius Gros

Frontiers Neurorobotics, 2016

Drifting States and Synchronization Induced Chaos in Autonomous Networks of Excitable Neurons.

Rodrigo Echeveste, Claudius Gros

Frontiers Comput. Neurosci., 2016

The Role of the Sensorimotor Loop for Cognition.

Bulcsú Sándor, Laura Martin, Claudius Gros

Proceedings of the Cognitive Robot Architectures, 2016

2015

Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity.

Rodrigo Echeveste, Claudius Gros

Neural Comput., 2015

The Sensorimotor Loop as a Dynamical System: How Regular Motion Primitives May Emerge from Self-Organized Limit Cycles.

Bulcsú Sándor, Tim Jahn, Laura Martin, Claudius Gros

Frontiers Robotics AI, 2015

Corrigendum: Generating Functionals for Computational Intelligence: The Fisher Information as an Objective Function for Self-Limiting Hebbian Learning Rules.

Rodrigo Echeveste, Claudius Gros

Frontiers Robotics AI, 2015

The Fisher Information as a Neural Guiding Principle for Independent Component Analysis.

Rodrigo Echeveste, Samuel Eckmann, Claudius Gros

Entropy, 2015

An objective function for self-limiting neural plasticity rules.

Rodrigo Echeveste, Claudius Gros

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Generating Functionals for Computational Intelligence: The Fisher Information as an Objective Function for Self-Limiting Hebbian Learning Rules.

Rodrigo Echeveste, Claudius Gros

Frontiers Robotics AI, 2014

Exploration in free word association networks: models and experiment.

Guillermo A. Ludueña, Mehran Djalali Behzad, Claudius Gros

Cogn. Process., 2014

Attractor Metadynamics in Adapting Neural Networks.

Claudius Gros, Mathias Linkerhand, Valentin Walther

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013

A Self-Organized Neural Comparator.

Guillermo A. Ludueña, Claudius Gros

Neural Comput., 2013

2012

Intrinsic Adaptation in Autonomous Recurrent Neural Networks.

Dimitrije Markovic, Claudius Gros

Neural Comput., 2012

A large-scale study of the World Wide Web: network correlation functions with scale-invariant boundaries

Guillermo A. Ludueña, H. Meixner, Gregor Kaczor, Claudius Gros

CoRR, 2012

Pushing the Complexity Barrier: Diminishing Returns in the Sciences.

Claudius Gros

Complex Syst., 2012

2011

Emotional Control-Conditio Sine Qua Non for Advanced Artificial Intelligences?

Claudius Gros

Proceedings of the Philosophy and Theory of Artificial Intelligence, 2011

Neuropsychological constraints to human data production on a global scale

Claudius Gros, Gregor Kaczor, Dimitrije Markovic

CoRR, 2011

2010

Semantic learning in autonomously active recurrent neural networks.

Claudius Gros, Gregor Kaczor

Log. J. IGPL, 2010

Cognition and Emotion: Perspectives of a Closing Gap.

Claudius Gros

Cogn. Comput., 2010

2009

Cognitive Computation with Autonomously Active Neural Networks: An Emerging Field.

Claudius Gros

Cogn. Comput., 2009

Stimulus processing and unsupervised learning in autonomously active recurrent networks.

Claudius Gros, Gregor Kaczor

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Evolving complex networks with conserved clique distributions

Gregor Kaczor, Claudius Gros

CoRR, 2008

Evolving Complete Cognitive Architectures: The Role of Neural Competition and Diffusive Emotional Control for Learning and Emergent Cognitive Capabilities.

Claudius Gros, Gregor Kaczor

Proceedings of the Biologically Inspired Cognitive Architectures, 2008

2005

Self-sustained Thought Processes in a Dense Associative Network.

Claudius Gros

Proceedings of the KI 2005: Advances in Artificial Intelligence, 2005