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List of works by Nihat Ay

"More is different" in functional magnetic resonance imaging: a review of recent data analysis techniques

scientific article

A Theory of Cheap Control in Embodied Systems ⬇️

scientific article

A geometric approach to complexity ⬇️

scientific article published on September 1, 2011

Autonomy: an information theoretic perspective

scientific article published on 11 August 2007

Canonical Divergence for Measuring Classical and Quantum Complexity

scientific article published on 24 April 2019

Closure measures for coarse-graining of the tent map.

scientific article published in March 2014

Complexity as Causal Information Integration

scientific article published on 30 September 2020

Dynamical properties of strongly interacting Markov chains ⬇️

scientific article published on December 1, 2003

Evaluating Morphological Computation in Muscle and DC-Motor Driven Models of Hopping Movements ⬇️

Expressive Power and Approximation Errors of Restricted Boltzmann Machines ⬇️

scientific article published in January 2011

Finite state automata resulting from temporal information maximization and a temporal learning rule

scientific article published in October 2005

Geometric Design Principles for Brains of Embodied Agents

scientific article published in 2015

Geometric robustness theory and biological networks

scientific article published on 2 August 2006

Guided self-organization: perception-action loops of embodied systems

scientific article published in September 2012

Hierarchical Quantification of Synergy in Channels

High-resolution multiple-unit EEG in cat auditory cortex reveals large spatio-temporal stochastic interactions

scientific article published on 15 November 2006

Information driven self-organization of complex robotic behaviors

scientific article

Information-driven self-organization: the dynamical system approach to autonomous robot behavior.

scientific article published on 29 November 2011

Ingredients for robustness

scientific article published on 02 December 2020

Linear combination of one-step predictive information with an external reward in an episodic policy gradient setting: a critical analysis

scientific article

Locality of global stochastic interaction in directed acyclic networks

scientific article published in December 2002

Refinements of universal approximation results for deep belief networks and restricted Boltzmann machines.

scientific article published on 7 February 2011

Robustness and complexity co-constructed in multimodal signalling networks

scientific article published on March 2007

Robustness, canalyzing functions and systems design

scientific article published on 18 September 2013

The Umwelt of an embodied agent--a measure-theoretic definition ⬇️

scientific article published on 9 December 2015

The information theory of individuality

scientific article published on 24 March 2020

Zipf's Law: Balancing Signal Usage Cost and Communication Efficiency

scientific article published on October 2015

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