Nihat Ay
Orcid: 0000-0002-8527-2579
According to our database1,
Nihat Ay
authored at least 83 papers
between 2000 and 2024.
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Bibliography
2024
Analyzing Multimodal Integration in the Variational Autoencoder from an Information-Theoretic Perspective.
CoRR, 2024
2023
2022
CoRR, 2022
2021
CoRR, 2021
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
2020
Confounding Ghost Channels and Causality: A New Approach to Causal Information Flows.
CoRR, 2020
2019
Proceedings of the Mathematical Aspects of Computer and Information Sciences, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
2017
Entropy, 2017
2016
Evaluating Morphological Computation in Muscle and DC-Motor Driven Models of Hopping Movements.
Frontiers Robotics AI, 2016
CoRR, 2016
2015
Theory Biosci., 2015
Open Syst. Inf. Dyn., 2015
J. Mach. Learn. Res., 2015
Geometry and Determinism of Optimal Stationary Control in Partially Observable Markov Decision Processes.
CoRR, 2015
Evaluating Morphological Computation in Muscle and DC-motor Driven Models of Human Hopping.
CoRR, 2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
2014
Discriminating between causal structures in Bayesian Networks given partial observations.
Kybernetika, 2014
Expressive Power of Conditional Restricted Boltzmann Machines for Sensorimotor Control.
CoRR, 2014
Adv. Complex Syst., 2014
2013
Linear combination of one-step predictive information with an external reward in an episodic policy gradient setting: a critical analysis.
CoRR, 2013
"More Is Different" in Functional Magnetic Resonance Imaging: A Review of Recent Data Analysis Techniques.
Brain Connect., 2013
Proceedings of the Geometric Science of Information - First International Conference, 2013
2012
Theory Biosci., 2012
Information-driven self-organization: the dynamical system approach to autonomous robot behavior.
Theory Biosci., 2012
Open Syst. Inf. Dyn., 2012
2011
Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines.
Neural Comput., 2011
Int. J. Approx. Reason., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
IEEE Trans. Inf. Theory, 2010
Higher Coordination With Less Control - A Result of Information Maximization in the Sensorimotor Loop.
Adapt. Behav., 2010
2009
Higher coordination with less control - A result of information maximisation in the sensori-motor loop
CoRR, 2009
Proceedings of the Complex Sciences, 2009
2008
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008
2007
High-resolution multiple-unit EEG in cat auditory cortex reveals large spatio-temporal stochastic interactions.
Biosyst., 2007
2006
A temporal learning rule in recurrent systems supports high spatio-temporal stochastic interactions.
Neurocomputing, 2006
2005
Finite State Automata Resulting from Temporal Information Maximization and a Temporal Learning Rule.
Neural Comput., 2005
2003
Theory Biosci., 2003
Neurocomputing, 2003
Neurocomputing, 2003
2002
Neural Comput., 2002
2000
Adv. Appl. Math., 2000