Claudius Gros

发表

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

Bulcsú Sándor, Michael Nowak, Tim Koglin, 2018, Front. Neurorobot..

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

Bulcsú Sándor, Tim Koglin, Claudius Gros, 2019, PloS one.

Evolving complex networks with conserved clique distributions

Claudius Gros, Gregor Kaczor, C. Gros, 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

Bifurcations and Chaos in Dynamical Systems

Claudius Gros, C. Gros, 2015 .

A Generic Framework for Task Selection Driven by Synthetic Emotions

Claudius Gros, C. Gros, 2019, 2019 IEEE International Conference on Humanized Computing and Communication (HCC).

Synchronization in a non-uniform network of excitatory spiking neurons.

Claudius Gros, Rodrigo Echeveste, 2016 .

Stimulus processing and unsupervised learning in autonomously active recurrent networks

Claudius Gros, Gregor Kaczor, C. Gros, 2009, ESANN.

A versatile class of prototype dynamical systems for complex bifurcation cascades of limit cycles

Bulcsú Sándor, Claudius Gros, 2015, Scientific reports.

Pushing the Complexity Barrier: Diminishing Returns in the Sciences

Claudius Gros, C. Gros, 2012, Complex Syst..

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

Claudius Gros, Rodrigo Echeveste, Samuel Eckmann, 2015, Entropy.

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

Bulcsú Sándor, Laura Martin, Claudius Gros, 2017, ECAL.

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

Claudius Gros, Rodrigo Echeveste, C. Gros, 2014, Neural Computation.

An objective function for Hebbian self-limiting synaptic plasticity rules

Claudius Gros, Rodrigo Echeveste, Samuel Eckmann, 2016 .

Self-organized chaos through heterostatic optimization

Claudius Gros, Dimitrije Markovic, 2010 .

Stimulus processing in autonomously active cognitive systems

Claudius Gros, C. Gros, 2009 .

Generating functionals for autonomous latching dynamics in attractor relict networks

Claudius Gros, Mathias Linkerhand, C. Gros, 2012, Scientific Reports.

Semantic learning in autonomously active recurrent neural networks

Claudius Gros, Gregor Kaczor, C. Gros, 2009, Log. J. IGPL.

Cognitive Computation with Autonomously Active Neural Networks: An Emerging Field

Claudius Gros, C. Gros, 2009, Cognitive Computation.

Can We Personally Influence the Future with Our Present Resources

Claudius Gros, Kay Hamacher, Wolfgang Meyer, 2006 .

Intrinsic Adaptation in Autonomous Recurrent Neural Networks

Claudius Gros, Dimitrije Markovic, D. Marković, 2011, Neural Computation.

Exploration in free word association networks: models and experiment

Claudius Gros, Guillermo A. Ludueña, Mehran Djalali Behzad, 2013, Cognitive Processing.

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

Claudius Gros, C. Gros, 2011, PT-AI.

Should Hebbian learning be selective for negative excess kurtosis?

Claudius Gros, Rodrigo Echeveste, Samuel Eckmann, 2015, BMC Neuroscience.

Darwinian Evolution, Hypercycles and Game Theory

Claudius Gros, C. Gros, 2013 .

Embodied robots driven by self-organized environmental feedback

Michael Nowak, Tim Koglin, Claudius Gros, 2019, Adapt. Behav..

Complexity and Information Theory

Claudius Gros, C. Gros, 2011 .

Information-theoretical foundations of hebbian learning

Claudius Gros, Rodrigo Echeveste, 2016 .

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

Claudius Gros, C. Gros, 2018, Royal Society Open Science.

Random Boolean Networks

Claudius Gros, C. Gros, 2013 .

Attractor metadynamics in terms of target points in slow-fast systems: adiabatic versus symmetry protected flow in a recurrent neural network

Claudius Gros, Bulcs'u S'andor, Hendrik Wernecke, 2016, Journal of Physics Communications.

A Self-Organized Neuronal Comparator: (557102013-087)

Claudius Gros, Guillermo A. Ludueña, 2012 .

Self-generated neural activity: models and perspective

Claudius Gros, 2009, BMC Neuroscience.

Dissipation, Noise and Adaptive Systems

Claudius Gros, C. Gros, 2015 .

The Role of the Sensorimotor Loop for Cognition

Bulcsú Sándor, Laura Martin, Claudius Gros, 2016, EUCognition.

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

Claudius Gros, Rodrigo Echeveste, 2015, Front. Robot. AI.

Self-sustained Thought Processes in a Dense Associative Network

Claudius Gros, C. Gros, 2005, KI.

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

Claudius Gros, Gregor Kaczor, 2008, AAAI Fall Symposium: Biologically Inspired Cognitive Architectures.

Neuropsychological constraints to human data production on a global scale

Claudius Gros, Gregor Kaczor, Dimitrije Markovic, 2011, ArXiv.

Graph Theory and Small-World Networks

Claudius Gros, C. Gros, 2015 .

E-I balance emerges naturally from continuous Hebbian learning in autonomous neural networks

Claudius Gros, Rodrigo Echeveste, Philip Trapp, 2018, Scientific Reports.

Chaos in time delay systems, an educational review

Claudius Gros, Bulcs'u S'andor, Hendrik Wernecke, 2019, Physics Reports.

Self-organized chaos through polyhomeostatic optimization.

Claudius Gros, D Markovic, D. Marković, 2010, Physical review letters.

Cellular Automata and Self-Organized Criticality

Claudius Gros, 2015 .

A simple effective model for STDP: from spike pairs and triplets to rate-encoding plasticity

Claudius Gros, Rodrigo Echeveste, 2015, BMC Neuroscience.

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

Claudius Gros, Fabian Schubert, C. Gros, 2020, bioRxiv.

Attractor Metadynamics in Adapting Neural Networks pdf

Claudius Gros, Mathias Linkerhand, Valentin Walther, 2014, ICANN.

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

Claudius Gros, Rodrigo Echeveste, C. Gros, 2014, Front. Robot. AI.

Dynamical states in the sensorimotor loop of a rolling robot

Laura Martin, Claudius Gros, Tim Jahn, 2016 .

An objective function for self-limiting neural plasticity rules

Claudius Gros, Rodrigo Echeveste, 2015, ESANN.

Testing for Partially Predictable Chaos in Delayed Dynamical Systems

Bulcsú Sándor, Claudius Gros, Hendrik Wernecke, 2018 .

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

Bulcsú Sándor, Laura Martin, Claudius Gros, 2015, Front. Robot. AI.

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

Bulcsú Sándor, Laura Martin, Claudius Gros, 2016, Frontiers Neurorobotics.

Hebbian learning deduced from the stationarity principle leads to balanced chaos in fully adapting autonomously active networks

Claudius Gros, Rodrigo Echeveste, P Trapp, 2017 .

Elements of Cognitive Systems Theory

Claudius Gros, C. Gros, 2011 .

Complex activity patterns generated by short-term synaptic plasticity

Bulcsú Sándor, Claudius Gros, 2017, ESANN.

A large-scale study of the world wide web: network correlation functions with scale-invariant boundaries

Claudius Gros, Gregor Kaczor, Guillermo A. Ludueña, 2012, ArXiv.

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

Claudius Gros, Rodrigo Echeveste, C. Gros, 2016, Front. Comput. Neurosci..

Complex and Adaptive Dynamical Systems: A Primer

Claudius Gros, C. Gros, 2008 .

A Self-Organized Neural Comparator

Claudius Gros, Guillermo A. Ludueña, C. Gros, 2012, Neural Computation.

Cognition and Emotion: Perspectives of a Closing Gap

Claudius Gros, C. Gros, 2010, Cognitive Computation.

Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences

Claudius Gros, C. Gros, 2021, Frontiers in Computational Neuroscience.

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

Claudius Gros, Fabian Schubert, 2021, Frontiers in Computational Neuroscience.

Nonlinear Dendritic Coincidence Detection for Supervised Learning

Claudius Gros, Fabian Schubert, C. Gros, 2021, Frontiers in Computational Neuroscience.

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

Claudius Gros, Bulcsu Sandor, Johannes Scholten, 2021, ArXiv.

Interaction-induced Fermi-surface renormalization in the t 1 − t 2 Hubbard model close to the Mott-Hubbard transition

Claudius Gros, Federico Becca, C. Gros, 2009, 0912.4197.

Observing scale-invariance in non-critical dynamical systems

Claudius Gros, Dimitrije Markovic, D. Marković, 2012, 1210.3474.

Physics of Projected Wavefunctions

Claudius Gros, C. Gros, 1989 .

Autonomous dynamics in neural networks: the dHAN concept and associative thought processes

Claudius Gros, C. Gros, 2007, q-bio/0703002.

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Minoru Asada, Anders M. Dale, Anna Devor, 2017, BMC Neuroscience.

Spin-liquid and magnetic phases in the anisotropic triangular lattice: The case of κ − ( ET ) 2 X

Claudius Gros, Federico Becca, Alberto Parola, 2009, 0906.2288.

Neural networks with transient state dynamics

Claudius Gros, C. Gros, 2007, 0705.0078.

Containment efficiency and control strategies for the corona pandemic costs

Claudius Gros, Daniel Gros, Lukas Schneider, 2021, Scientific reports.

Emotions, Diffusive Emotional Control and the Motivational Problem for Autonomous Cognitive Systems

Claudius Gros, C. Gros, 2009, 0901.3025.

Backflow correlations in the Hubbard model: An efficient tool for the study of the metal-insulator transition and the large-U limit

Claudius Gros, Federico Becca, C. Gros, 2011, 1102.3017.

Vertex routing models

Claudius Gros, Dimitrije Markovic, C. Gros, 2009, 0906.4905.

Learning in cognitive systems with autonomous dynamics

Claudius Gros, Gregor Kaczor, C. Gros, 2008, 0804.1306.