Ivilin Peev Stoianov

According to our database, Ivilin Peev Stoianov authored at least 15 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Modeling Motor Control in Continuous Time Active Inference: A Survey.

Matteo Priorelli, Federico Maggiore, Antonella Maselli, Francesco Donnarumma, Domenico Maisto, Francesco Mannella, Ivilin Peev Stoianov, Giovanni Pezzulo

IEEE Trans. Cogn. Dev. Syst., April, 2024

Dynamic planning in hierarchical active inference.

Matteo Priorelli, Ivilin Peev Stoianov

CoRR, 2024

Hierarchical hybrid modeling for flexible tool use.

Matteo Priorelli, Ivilin Peev Stoianov

CoRR, 2024

2023

Flexible intentions: An Active Inference theory.

Matteo Priorelli, Ivilin Peev Stoianov

Frontiers Comput. Neurosci., February, 2023

Efficient Motor Learning Through Action-Perception Cycles in Deep Kinematic Inference.

Matteo Priorelli, Ivilin Peev Stoianov

Proceedings of the Active Inference - 4th International Workshop, 2023

2022

Intention Modulation for Multi-step Tasks in Continuous Time Active Inference.

Matteo Priorelli, Ivilin Peev Stoianov

Proceedings of the Active Inference - Third International Workshop, 2022

2018

Model-based spatial navigation in the hippocampus-ventral striatum circuit: A computational analysis.

Ivilin Peev Stoianov, Cyriel M. A. Pennartz, Carien Lansink, Giovanni Pezzulo

PLoS Comput. Biol., 2018

2017

Model-Based Approaches to Active Perception and Control.

Giovanni Pezzulo, Francesco Donnarumma, Pierpaolo Iodice, Domenico Maisto, Ivilin Peev Stoianov

Entropy, 2017

2016

Prefrontal Goal Codes Emerge as Latent States in Probabilistic Value Learning.

Ivilin Peev Stoianov, Aldo Genovesio, Giovanni Pezzulo

J. Cogn. Neurosci., 2016

Learning Orthographic Structure With Sequential Generative Neural Networks.

Alberto Testolin, Ivilin Peev Stoianov, Alessandro Sperduti, Marco Zorzi

Cogn. Sci., 2016

2012

Assessment of sequential Boltmann machines on a lexical processing task.

Alberto Testolin, Alessandro Sperduti, Ivilin Peev Stoianov, Marco Zorzi

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Parallelization of Deep Networks.

Michele De Filippo De Grazia, Ivilin Peev Stoianov, Marco Zorzi

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2010

Through Neural Stimulation to Behavior Manipulation: A Novel Method for Analyzing Dynamical Cognitive Models.

Thomas Hope, Ivilin Peev Stoianov, Marco Zorzi

Cogn. Sci., 2010

2006

Searching for Emergent Representations in Evolved Dynamical Systems.

Thomas Hope, Ivilin Peev Stoianov, Marco Zorzi

Proceedings of the From Animals to Animats 9, 2006

2002

Associative Arithmetic with Boltzmann Machines: The Role of Number Representations.

Ivilin Peev Stoianov, Marco Zorzi, Suzanna Becker, Carlo Umilta

Proceedings of the Artificial Neural Networks, 2002