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ORCIDClaudius Gros
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2020 – today
- 2024
[j21]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)- [c14]Bulcsú Sándor, Claudius Gros:
Self-organized Attractoring in Locomoting Animals and Robots: An Emerging Field. ICANN (10) 2024: 324-338 - [i18]Claudius Gros:
Climbing the Complexity Ladder with Expressive Attention. CoRR abs/2407.18601 (2024) - 2023
- [c13]Elias Fischer, Bulcsú Sándor, Claudius Gros:
Neural Self-organization for Muscle-Driven Robots. ICANN (1) 2023: 560-564 - [c12]Oren Neumann, Claudius Gros:
Scaling Laws for a Multi-Agent Reinforcement Learning Model. ICLR 2023 - 2022
- [c11]Oren Neumann, Claudius Gros:
Size Scaling in Self-Play Reinforcement Learning. ESANN 2022 - [c10]Fabian Schubert, Claudius Gros:
Flow Control: Local Spectral Radius Regulation. LOD (2) 2022: 438-442 - [i17]Oren Neumann, Claudius Gros:
Scaling Laws for a Multi-Agent Reinforcement Learning Model. CoRR abs/2210.00849 (2022) - 2021
- [j20]Claudius Gros:
Collective Strategy Condensation: When Envy Splits Societies. Entropy 23(2): 157 (2021) - [j19]Fabian Schubert, Claudius Gros:
Local Homeostatic Regulation of the Spectral Radius of Echo-State Networks. Frontiers Comput. Neurosci. 15: 587721 (2021) - [j18]Fabian Schubert, Claudius Gros:
Nonlinear Dendritic Coincidence Detection for Supervised Learning. Frontiers Comput. Neurosci. 15: 718020 (2021) - [j17]Claudius Gros:
Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences. Frontiers Comput. Neurosci. 15: 726247 (2021) - [i16]Oren Neumann, Claudius Gros:
Investment vs. reward in a competitive knapsack problem. CoRR abs/2101.10964 (2021) - [i15]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 abs/2108.00447 (2021) - [i14]Claudius Gros:
Emotions as abstract evaluation criteria in biological and artificial intelligences. CoRR abs/2111.15275 (2021)
2010 – 2019
- 2019
- [j16]Frederike Kubandt, Michael Nowak, Tim Koglin, Claudius Gros, Bulcsú Sándor:
Embodied robots driven by self-organized environmental feedback. Adapt. Behav. 27(5) (2019) - [i13]Tim Koglin, Bulcsú Sándor, Claudius Gros:
When the goal is to generate a series of activities: A self-organized simulated robot arm. CoRR abs/1905.07235 (2019) - [i12]Claudius Gros:
A generic framework for task selection driven by synthetic emotions. CoRR abs/1909.11700 (2019) - 2018
- [j15]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: 40 (2018) - [i11]Claudius Gros:
An empirical study of the per capita yield of science Nobel prizes: Is the US era coming to an end? CoRR abs/1804.03880 (2018) - [i10]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 abs/1806.09321 (2018) - 2017
- [c9]Claudius Gros, Laura Martin, Bulcsú Sándor:
A self-organized one-neuron controller for artificial life on wheels. ECAL 2017: 184-185 - [c8]Bulcsú Sándor, Claudius Gros:
Complex activity patterns generated by short-term synaptic plasticity. ESANN 2017 - 2016
- [j14]Rodrigo Echeveste, Claudius Gros:
Drifting States and Synchronization Induced Chaos in Autonomous Networks of Excitable Neurons. Frontiers Comput. Neurosci. 10: 98 (2016) - [j13]Laura Martin, Bulcsú Sándor, Claudius Gros:
Closed-loop Robots Driven by Short-Term Synaptic Plasticity: Emergent Explorative vs. Limit-Cycle Locomotion. Frontiers Neurorobotics 10: 12 (2016) - [c7]Bulcsú Sándor, Laura Martin, Claudius Gros:
The Role of the Sensorimotor Loop for Cognition. EUCognition 2016: 40-41 - [i9]Laura Martin, Bulcsú Sándor, Claudius Gros:
Closed-loop robots driven by short-term synaptic plasticity: Emergent explorative vs. limit-cycle locomotion. CoRR abs/1608.02838 (2016) - 2015
- [j12]Rodrigo Echeveste, Samuel Eckmann, Claudius Gros:
The Fisher Information as a Neural Guiding Principle for Independent Component Analysis. Entropy 17(6): 3838-3856 (2015) - [j11]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: 2 (2015) - [j10]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: 31 (2015) - [j9]Rodrigo Echeveste, Claudius Gros:
Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity. Neural Comput. 27(3): 672-698 (2015) - [c6]Rodrigo Echeveste, Claudius Gros:
An objective function for self-limiting neural plasticity rules. ESANN 2015 - [i8]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 abs/1511.04338 (2015) - 2014
- [j8]Guillermo A. Ludueña, Mehran Djalali Behzad, Claudius Gros:
Exploration in free word association networks: models and experiment. Cogn. Process. 15(2): 195-200 (2014) - [j7]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: 1 (2014) - [c5]Claudius Gros, Mathias Linkerhand, Valentin Walther:
Attractor Metadynamics in Adapting Neural Networks. ICANN 2014: 65-72 - [i7]Claudius Gros, Mathias Linkerhand, Valentin Walther:
Attractor Metadynamics in Adapting Neural Networks. CoRR abs/1404.5417 (2014) - [i6]Rodrigo Echeveste, Claudius Gros:
Generating functionals for computational intelligence: the Fisher information as an objective function for self-limiting Hebbian learning rules. CoRR abs/1410.0507 (2014) - 2013
- [j6]Guillermo A. Ludueña, Claudius Gros:
A Self-Organized Neural Comparator. Neural Comput. 25(4): 1006-1028 (2013) - 2012
- [j5]Claudius Gros:
Pushing the Complexity Barrier: Diminishing Returns in the Sciences. Complex Syst. 21(3) (2012) - [j4]Dimitrije Markovic, Claudius Gros:
Intrinsic Adaptation in Autonomous Recurrent Neural Networks. Neural Comput. 24(2): 523-540 (2012) - [i5]Guillermo A. Ludueña, Claudius Gros:
A Self-Organized Neural Comparator. CoRR abs/1210.6230 (2012) - [i4]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 abs/1212.0749 (2012) - 2011
- [c4]Claudius Gros:
Emotional Control-Conditio Sine Qua Non for Advanced Artificial Intelligences? PT-AI 2011: 187-198 - [i3]Claudius Gros, Gregor Kaczor, Dimitrije Markovic:
Neuropsychological constraints to human data production on a global scale. CoRR abs/1111.6849 (2011) - [i2]Claudius Gros:
Emotional control - conditio sine qua non for advanced artificial intelligences? CoRR abs/1112.1330 (2011) - 2010
- [j3]Claudius Gros:
Cognition and Emotion: Perspectives of a Closing Gap. Cogn. Comput. 2(2): 78-85 (2010) - [j2]Claudius Gros, Gregor Kaczor:
Semantic learning in autonomously active recurrent neural networks. Log. J. IGPL 18(5): 686-704 (2010)
2000 – 2009
- 2009
- [j1]Claudius Gros:
Cognitive Computation with Autonomously Active Neural Networks: An Emerging Field. Cogn. Comput. 1(1): 77-90 (2009) - [c3]Claudius Gros, Gregor Kaczor:
Stimulus processing and unsupervised learning in autonomously active recurrent networks. ESANN 2009 - 2008
- [c2]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: 77 - [i1]Gregor Kaczor, Claudius Gros:
Evolving complex networks with conserved clique distributions. CoRR abs/0806.2937 (2008) - 2005
- [c1]Claudius Gros:
Self-sustained Thought Processes in a Dense Associative Network. KI 2005: 366-379
Coauthor Index
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