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2020 – today
- 2023
[j15]René Larisch
, Julien Vitay, Fred H. Hamker:
Detecting Anomalies in System Logs With a Compact Convolutional Transformer. IEEE Access 11: 113464-113479 (2023)- [j14]Javier Baladron, Julien Vitay, Torsten Fietzek, Fred H. Hamker:
The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach. PLoS Comput. Biol. 19(4) (2023) - [j13]Javier Baladron, Julien Vitay, Torsten Fietzek, Fred H. Hamker:
Correction: The contribution of the basal ganglia and cerebellum to motor learning: A neuro-computational approach. PLoS Comput. Biol. 19(6) (2023) - [i4]Mohamed Abouelnaga, Julien Vitay, Aida Farahani:
Multivariate Time Series Classification: A Deep Learning Approach. CoRR abs/2307.02253 (2023) - 2022
- [j12]Oliver Maith, Helge Ulo Dinkelbach, Javier Baladron, Julien Vitay, Fred H. Hamker:
BOLD Monitoring in the Neural Simulator ANNarchy. Frontiers Neuroinformatics 16: 790966 (2022) - [j11]Helge Ulo Dinkelbach, Badr-Eddine Bouhlal, Julien Vitay, Fred H. Hamker:
Auto-Selection of an Optimal Sparse Matrix Format in the Neuro-Simulator ANNarchy. Frontiers Neuroinformatics 16: 877945 (2022) - [c8]Aida Farahani, Julien Vitay, Fred H. Hamker:
Deep Neural Networks for Geometric Shape Deformation. KI 2022: 90-95 - 2021
- [c7]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 - [i3]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? CoRR abs/2104.09789 (2021) - 2020
- [c6]Enrico Schröder, Mirko Mählisch, Julien Vitay, Fred H. Hamker:
Monocular 3D Object Detection Using Feature Map Transformation: Towards Learning Perspective-Invariant Scene Representations. IRC 2020: 383-390
2010 – 2019
- 2017
- [j10]Lorenz Gönner, Julien Vitay, Fred H. Hamker:
Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Computational Model. Frontiers Comput. Neurosci. 11: 84 (2017) - [j9]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:
Sustainable computational science: the ReScience initiative. PeerJ Comput. Sci. 3: e142 (2017) - [c5]Winfried Lötzsch, Julien Vitay, Fred H. Hamker:
Training a deep policy gradient-based neural network with asynchronous learners on a simulated robotic problem. GI-Jahrestagung 2017: 2143-2154 - [i2]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:
Sustainable computational science: the ReScience initiative. CoRR abs/1707.04393 (2017) - 2015
- [j8]Julien Vitay, Helge U. Dinkelbach, Fred H. Hamker:
ANNarchy: a code generation approach to neural simulations on parallel hardware. Frontiers Neuroinformatics 9: 19 (2015) - 2014
- [j7]Julien Vitay, Fred H. Hamker:
Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area. Frontiers Neurorobotics 8: 4 (2014) - 2012
- [j6]Henning Schroll, Julien Vitay, Fred H. Hamker:
Working memory and response selection: A computational account of interactions among cortico-basalganglio-thalamic loops. Neural Networks 26: 59-74 (2012) - 2011
- [j5]Julien Vitay, Fred H. Hamker:
A Neuroscientific View on the Role of Emotions in Behaving Cognitive Agents. Künstliche Intell. 25(3): 235-244 (2011) - 2010
- [j4]Julien Vitay, Fred H. Hamker:
A computational model of basal ganglia and its role in memory retrieval in rewarded visual memory tasks. Frontiers Comput. Neurosci. 4: 13 (2010)
2000 – 2009
- 2009
- [j3]Julien Vitay, Jérémy Fix, Fred H. Hamker, Henning Schroll, Frederik Beuth:
Biological Models of Reinforcement Learning. Künstliche Intell. 23(3): 12-18 (2009) - 2008
- [j2]Julien Vitay, Fred H. Hamker:
Sustained Activities and Retrieval in a Computational Model of the Perirhinal Cortex. J. Cogn. Neurosci. 20(11): 1993-2005 (2008) - 2007
- [c4]Julien Vitay, Fred H. Hamker:
On the Role of Dopamine in Cognitive Vision. WAPCV 2007: 352-366 - 2006
- [b1]Julien Vitay:
Emergence de fonctions sensorimotrices sur un substrat neuronal numérique distribué. (Emergence of sensorimotor functions on a distributed numericalneural sustrate). Henri Poincaré University, Nancy, France, 2006 - [j1]Nicolas P. Rougier, Julien Vitay:
Emergence of attention within a neural population. Neural Networks 19(5): 573-581 (2006) - [c3]Jérémy Fix, Julien Vitay, Nicolas P. Rougier:
A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task. SAB ABiALS 2006: 170-188 - [i1]Jérémy Fix, Julien Vitay, Nicolas P. Rougier:
A Computational Model of Spatial Memory Anticipation during Visual Search. CoRR abs/cs/0610041 (2006) - 2005
- [c2]Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre:
A Distributed Model of Spatial Visual Attention. Biomimetic Neural Learning for Intelligent Robots 2005: 54-72 - 2004
- [c1]Julien Vitay, Nicolas P. Rougier, Frédéric Alexandre:
Reducing connectivity by using cortical modular bands. ESANN 2004: 373-378
Coauthor Index
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