Julien Vitay | Julien Vitay

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Does enhanced shape bias improve neural network robustness to common corruptions?
Monocular 3D Object Detection Using Feature Map Transformation: Towards Learning Perspective-Invariant Scene Representations
Scalable simulation of rate-coded and spiking neural networks on shared memory systems
Forward Models in the Cerebellum using Reservoirs and Perturbation Learning
Successor Representations
Feature Map Transformation for Fusion of Multi-Sensor Object Detection Networks for Autonomous Driving
Deep Learning and Intelligence: the right approach?
Recurrent Spatial Attention for Facial Emotion Recognition
Fusion of Camera and Lidar Data for Object Detection using Neural Networks
On the role of cortex-basal ganglia interactions for category learning: A neuro-computational approach
Sustainable computational science: the ReScience initiative
Predictive Place-Cell Sequences for Goal-Finding Emerge from Goal Memory and the Cognitive Map: A Computational Model
Training a deep policy gradient-based neural network with asynchronous learners on a simulated robotic problem
On the role of dopamine in motivated behavior: a neuro-computational approach
[Re] Robust timing and motor patterns by taming chaos in recurrent neural networks
ANNarchy: a code generation approach to neural simulations on parallel hardware
Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area
Dysfunctional and compensatory synaptic plasticity in Parkinson's disease
Comparison of GPU- and CPU-implementations of mean-firing rate neural networks on parallel hardware
Basal Ganglia learning
Working memory and response selection: A computational account of interactions among cortico-basalganglio-thalamic loops
A Neuroscientific View on the Role of Emotions in Behaving Cognitive Agents
A computational model of basal ganglia and its role in memory retrieval in rewarded visual memory tasks
Biological Models of Reinforcement Learning
Sustained Activities and Retrieval in a Computational Model of the Perirhinal Cortex
On the role of dopamine in cognitive vision
Emergence of sensorimotor functions on a numerical distributed neural substrate
A computational model of spatial memory anticipation during visual search
Emergence of attention within a neural population
A distributed model of spatial visual attention
Introduction to ANNarchy