Claudius Gros

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 31

Top Topics

Fisher Information

Top Venues

Frontiers Comput. Neurosci.

Frontiers Robotics AI

Publications

Bulcsú Sándor, Claudius Gros, Poramate Manoonpong
Editorial: The roles of self-organization and sensory adaptation for locomotion in animals and robots. Frontiers Neurorobotics 18 (2024)
Claudius Gros
Climbing the Complexity Ladder with Expressive Attention. CoRR (2024)
Oren Neumann, Claudius Gros
Scaling Laws for a Multi-Agent Reinforcement Learning Model. ICLR (2023)
Oren Neumann, Claudius Gros
Size Scaling in Self-Play Reinforcement Learning. ESANN (2022)
Oren Neumann, Claudius Gros
Scaling Laws for a Multi-Agent Reinforcement Learning Model. CoRR (2022)
Fabian Schubert, Claudius Gros
Flow Control: Local Spectral Radius Regulation. LOD (2) (2022)
Claudius Gros
Collective Strategy Condensation: When Envy Splits Societies. Entropy 23 (2) (2021)
Lukas Schneider, Johannes Scholten, Bulcsú Sándor, Claudius Gros
Charting closed-loop collective cultural decisions: From book best sellers and music downloads to Twitter hashtags and Reddit comments. CoRR (2021)
Fabian Schubert, Claudius Gros
Nonlinear Dendritic Coincidence Detection for Supervised Learning. Frontiers Comput. Neurosci. 15 (2021)
Fabian Schubert, Claudius Gros
Local Homeostatic Regulation of the Spectral Radius of Echo-State Networks. Frontiers Comput. Neurosci. 15 (2021)
Claudius Gros
Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences. Frontiers Comput. Neurosci. 15 (2021)
Oren Neumann, Claudius Gros
Investment vs. reward in a competitive knapsack problem. CoRR (2021)
Claudius Gros
Emotions as abstract evaluation criteria in biological and artificial intelligences. CoRR (2021)
Claudius Gros
A generic framework for task selection driven by synthetic emotions. CoRR (2019)
Tim Koglin, Bulcsú Sándor, Claudius Gros
When the goal is to generate a series of activities: A self-organized simulated robot arm. CoRR (2019)
Frederike Kubandt, Michael Nowak, Tim Koglin, Claudius Gros, Bulcsú Sándor
Embodied robots driven by self-organized environmental feedback. Adapt. Behav. 27 (5) (2019)
Claudius Gros
An empirical study of the per capita yield of science Nobel prizes: Is the US era coming to an end? CoRR (2018)
Bulcsú Sándor, Michael Nowak, Tim Koglin, Laura Martin, Claudius Gros
Kick Control: Using the Attracting States Arising Within the Sensorimotor Loop of Self-Organized Robots as Motor Primitives. Frontiers Neurorobotics 12 (2018)
Bulcsú Sándor, Michael Nowak, Tim Koglin, Laura Martin, Claudius Gros
Kick control: using the attracting states arising within the sensorimotor loop of self-organized robots as motor primitives. CoRR (2018)
Bulcsú Sándor, Claudius Gros
Complex activity patterns generated by short-term synaptic plasticity. ESANN (2017)
Claudius Gros, Laura Martin, Bulcsú Sándor
A self-organized one-neuron controller for artificial life on wheels. ECAL (2017)
Bulcsú Sándor, Laura Martin, Claudius Gros
The Role of the Sensorimotor Loop for Cognition. EUCognition (2016)
Laura Martin, Bulcsú Sándor, Claudius Gros
Closed-loop Robots Driven by Short-Term Synaptic Plasticity: Emergent Explorative vs. Limit-Cycle Locomotion. Frontiers Neurorobotics 10 (2016)
Rodrigo Echeveste, Claudius Gros
Drifting States and Synchronization Induced Chaos in Autonomous Networks of Excitable Neurons. Frontiers Comput. Neurosci. 10 (2016)
Laura Martin, Bulcsú Sándor, Claudius Gros
Closed-loop robots driven by short-term synaptic plasticity: Emergent explorative vs. limit-cycle locomotion. CoRR (2016)
Rodrigo Echeveste, Samuel Eckmann, Claudius Gros
The Fisher Information as a Neural Guiding Principle for Independent Component Analysis. Entropy 17 (6) (2015)
Rodrigo Echeveste, Claudius Gros
Corrigendum: Generating Functionals for Computational Intelligence: The Fisher Information as an Objective Function for Self-Limiting Hebbian Learning Rules. Frontiers Robotics AI 2 (2015)
Rodrigo Echeveste, Claudius Gros
An objective function for self-limiting neural plasticity rules. ESANN (2015)
Rodrigo Echeveste, Claudius Gros
Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity. Neural Comput. 27 (3) (2015)
Bulcsú Sándor, Tim Jahn, Laura Martin, Claudius Gros
The Sensorimotor Loop as a Dynamical System: How Regular Motion Primitives May Emerge from Self-Organized Limit Cycles. Frontiers Robotics AI 2 (2015)
Bulcsú Sándor, Tim Jahn, Laura Martin, Claudius Gros
The sensorimotor loop as a dynamical system: How regular motion primitives may emerge from self-organized limit cycles. CoRR (2015)
Rodrigo Echeveste, Claudius Gros
Generating Functionals for Computational Intelligence: The Fisher Information as an Objective Function for Self-Limiting Hebbian Learning Rules. Frontiers Robotics AI 1 (2014)
Guillermo A. Ludueña, Mehran Djalali Behzad, Claudius Gros
Exploration in free word association networks: models and experiment. Cogn. Process. 15 (2) (2014)
Claudius Gros, Mathias Linkerhand, Valentin Walther
Attractor Metadynamics in Adapting Neural Networks. ICANN (2014)
Claudius Gros, Mathias Linkerhand, Valentin Walther
Attractor Metadynamics in Adapting Neural Networks. CoRR (2014)
Rodrigo Echeveste, Claudius Gros
Generating functionals for computational intelligence: the Fisher information as an objective function for self-limiting Hebbian learning rules. CoRR (2014)
Guillermo A. Ludueña, Claudius Gros
A Self-Organized Neural Comparator. Neural Comput. 25 (4) (2013)
Guillermo A. Ludueña, H. Meixner, Gregor Kaczor, Claudius Gros
A large-scale study of the World Wide Web: network correlation functions with scale-invariant boundaries CoRR (2012)
Guillermo A. Ludueña, Claudius Gros
A Self-Organized Neural Comparator CoRR (2012)
Dimitrije Markovic, Claudius Gros
Intrinsic Adaptation in Autonomous Recurrent Neural Networks. Neural Comput. 24 (2) (2012)
Claudius Gros
Pushing the Complexity Barrier: Diminishing Returns in the Sciences. Complex Syst. 21 (3) (2012)
Claudius Gros
Emotional Control-Conditio Sine Qua Non for Advanced Artificial Intelligences? PT-AI (2011)
Claudius Gros, Gregor Kaczor, Dimitrije Markovic
Neuropsychological constraints to human data production on a global scale CoRR (2011)
Claudius Gros
Emotional control - conditio sine qua non for advanced artificial intelligences? CoRR (2011)
Claudius Gros
Cognition and Emotion: Perspectives of a Closing Gap. Cogn. Comput. 2 (2) (2010)
Claudius Gros, Gregor Kaczor
Semantic learning in autonomously active recurrent neural networks. Log. J. IGPL 18 (5) (2010)
Claudius Gros, Gregor Kaczor
Stimulus processing and unsupervised learning in autonomously active recurrent networks. ESANN (2009)
Claudius Gros
Cognitive Computation with Autonomously Active Neural Networks: An Emerging Field. Cogn. Comput. 1 (1) (2009)
Gregor Kaczor, Claudius Gros
Evolving complex networks with conserved clique distributions CoRR (2008)
Claudius Gros, Gregor Kaczor
Evolving Complete Cognitive Architectures: The Role of Neural Competition and Diffusive Emotional Control for Learning and Emergent Cognitive Capabilities. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2008)
Claudius Gros
Self-sustained Thought Processes in a Dense Associative Network. KI (2005)