Julien Vitay

According to our database, Julien Vitay authored at least 26 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Correction: The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach.

Javier Baladron, Julien Vitay, Torsten Fietzek, Fred H. Hamker

PLoS Comput. Biol., 2023

The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach.

Javier Baladron, Julien Vitay, Torsten Fietzek, Fred H. Hamker

PLoS Comput. Biol., 2023

Multivariate Time Series Classification: A Deep Learning Approach.

Mohamed Abouelnaga, Julien Vitay, Aida Farahani

CoRR, 2023

Detecting Anomalies in System Logs With a Compact Convolutional Transformer.

René Larisch, Julien Vitay, Fred H. Hamker

IEEE Access, 2023

2022

BOLD Monitoring in the Neural Simulator ANNarchy.

Oliver Maith, Helge Ulo Dinkelbach, Javier Baladron, Julien Vitay, Fred H. Hamker

Frontiers Neuroinformatics, 2022

Auto-Selection of an Optimal Sparse Matrix Format in the Neuro-Simulator ANNarchy.

Helge Ulo Dinkelbach, Badr-Eddine Bouhlal, Julien Vitay, Fred H. Hamker

Frontiers Neuroinformatics, 2022

Deep Neural Networks for Geometric Shape Deformation.

Aida Farahani, Julien Vitay, Fred H. Hamker

Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022

2021

Does enhanced shape bias improve neural network robustness to common corruptions?

Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Monocular 3D Object Detection Using Feature Map Transformation: Towards Learning Perspective-Invariant Scene Representations.

Enrico Schröder, Mirko Mählisch, Julien Vitay, Fred H. Hamker

Proceedings of the Fourth IEEE International Conference on Robotic Computing, 2020

2017

Sustainable computational science: the ReScience initiative.

Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Jemma Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito

PeerJ Comput. Sci., 2017

Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Computational Model.

Lorenz Gönner, Julien Vitay, Fred H. Hamker

Frontiers Comput. Neurosci., 2017

Training a deep policy gradient-based neural network with asynchronous learners on a simulated robotic problem.

Winfried Lötzsch, Julien Vitay, Fred H. Hamker

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

2015

ANNarchy: a code generation approach to neural simulations on parallel hardware.

Julien Vitay, Helge U. Dinkelbach, Fred H. Hamker

Frontiers Neuroinformatics, 2015

2014

Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area.

Julien Vitay, Fred H. Hamker

Frontiers Neurorobotics, 2014

2012

Working memory and response selection: A computational account of interactions among cortico-basalganglio-thalamic loops.

Henning Schroll, Julien Vitay, Fred H. Hamker

Neural Networks, 2012

2011

A Neuroscientific View on the Role of Emotions in Behaving Cognitive Agents.

Julien Vitay, Fred H. Hamker

Künstliche Intell., 2011

2010

A computational model of basal ganglia and its role in memory retrieval in rewarded visual memory tasks.

Julien Vitay, Fred H. Hamker

Frontiers Comput. Neurosci., 2010

2009

Biological Models of Reinforcement Learning.

Julien Vitay, Jérémy Fix, Fred H. Hamker, Henning Schroll, Frederik Beuth

Künstliche Intell., 2009

2008

Sustained Activities and Retrieval in a Computational Model of the Perirhinal Cortex.

Julien Vitay, Fred H. Hamker

J. Cogn. Neurosci., 2008

2007

On the Role of Dopamine in Cognitive Vision.

Julien Vitay, Fred H. Hamker

Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007

2006

Emergence de fonctions sensorimotrices sur un substrat neuronal numérique distribué. (Emergence of sensorimotor functions on a distributed numericalneural sustrate).

Julien Vitay

PhD thesis, 2006

Emergence of attention within a neural population.

Nicolas P. Rougier, Julien Vitay

Neural Networks, 2006

A Computational Model of Spatial Memory Anticipation during Visual Search

Jérémy Fix, Julien Vitay, Nicolas P. Rougier

CoRR, 2006

A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task.

Jérémy Fix, Julien Vitay, Nicolas P. Rougier

Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006

2005

A Distributed Model of Spatial Visual Attention.

Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre

Proceedings of the Biomimetic Neural Learning for Intelligent Robots, 2005

2004

Reducing connectivity by using cortical modular bands.

Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004