Ivilin Peev Stoianov

20 papers B 2C 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Hybrid Models: Infer and Plan in a Dynamic World.
Entropy
Matteo Priorelli, Ivilin Peev Stoianov
2025 J jnl
Dynamic Inference by Model Reduction.
IEEE Trans. Pattern Anal. Mach. Intell.
Matteo Priorelli, Ivilin Peev Stoianov
2025 J jnl
Dynamic planning in hierarchical active inference.
Neural Networks
Matteo Priorelli, Ivilin Peev Stoianov
2025 J jnl
Embodied decisions as active inference.
PLoS Comput. Biol.
Matteo Priorelli, Ivilin Peev Stoianov, Giovanni Pezzulo
2024 J jnl
Dynamic planning in hierarchical active inference.
CoRR
Matteo Priorelli, Ivilin Peev Stoianov
2024 J jnl
Hierarchical hybrid modeling for flexible tool use.
CoRR
Matteo Priorelli, Ivilin Peev Stoianov
2024 — conf
Learning and Embodied Decisions in Active Inference.
IWAI
Matteo Priorelli, Ivilin Peev Stoianov, Giovanni Pezzulo
2024 J jnl
Modeling Motor Control in Continuous Time Active Inference: A Survey.
IEEE Trans. Cogn. Dev. Syst.
Matteo Priorelli, Federico Maggiore, Antonella Maselli, Francesco Donnarumma, Domenico Maisto, Francesco Mannella, Ivilin Peev Stoianov, Giovanni Pezzulo
2023 — conf
Efficient Motor Learning Through Action-Perception Cycles in Deep Kinematic Inference.
IWAI
Matteo Priorelli, Ivilin Peev Stoianov
2023 J jnl
Flexible intentions: An Active Inference theory.
Frontiers Comput. Neurosci.
Matteo Priorelli, Ivilin Peev Stoianov
2022 — conf
Intention Modulation for Multi-step Tasks in Continuous Time Active Inference.
IWAI
Matteo Priorelli, Ivilin Peev Stoianov
2018 J jnl
Model-based spatial navigation in the hippocampus-ventral striatum circuit: A computational analysis.
PLoS Comput. Biol.
Ivilin Peev Stoianov, Cyriel M. A. Pennartz, Carien Lansink, Giovanni Pezzulo
2017 J jnl
Model-Based Approaches to Active Perception and Control.
Entropy
Giovanni Pezzulo, Francesco Donnarumma, Pierpaolo Iodice, Domenico Maisto, Ivilin Peev Stoianov
2016 J jnl
Learning Orthographic Structure With Sequential Generative Neural Networks.
Cogn. Sci.
Alberto Testolin, Ivilin Peev Stoianov, Alessandro Sperduti, Marco Zorzi
2016 J jnl
Prefrontal Goal Codes Emerge as Latent States in Probabilistic Value Learning.
J. Cogn. Neurosci.
Ivilin Peev Stoianov, Aldo Genovesio, Giovanni Pezzulo
2012 B conf
Assessment of sequential Boltmann machines on a lexical processing task.
ESANN
Alberto Testolin, Alessandro Sperduti, Ivilin Peev Stoianov, Marco Zorzi
2012 B conf
Parallelization of Deep Networks.
ESANN
Michele De Filippo De Grazia, Ivilin Peev Stoianov, Marco Zorzi
2010 J jnl
Through Neural Stimulation to Behavior Manipulation: A Novel Method for Analyzing Dynamical Cognitive Models.
Cogn. Sci.
Thomas Hope, Ivilin Peev Stoianov, Marco Zorzi
2006 — conf
Searching for Emergent Representations in Evolved Dynamical Systems.
SAB
Thomas Hope, Ivilin Peev Stoianov, Marco Zorzi
2002 C conf
Associative Arithmetic with Boltzmann Machines: The Role of Number Representations.
ICANN
Ivilin Peev Stoianov, Marco Zorzi, Suzanna Becker, Carlo Umilta