Fred H. Hamker | Julien Vitay

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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
Feature Map Transformation for Fusion of Multi-Sensor Object Detection Networks for Autonomous Driving
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
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
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