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Publications by Sam Leroux
DIANNE: A Modular Framework for Designing, Training and Deploying Deep Neural Networks on Heterogeneous Distributed Infrastructure
Journal of Systems and Software
Hardware
Information Systems
Architecture
Software
Middleware Platform for Distributed Applications Incorporating Robots, Sensors and the Cloud
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Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks
IEEE Transactions on Big Data
Training Deep Quantum Neural Networks
Nature Communications
Astronomy
Genetics
Molecular Biology
Biochemistry
Chemistry
Physics
On Training Deep Neural Networks Using a Streaming Approach
Journal of Artificial Intelligence and Soft Computing Research
Information Systems
Pattern Recognition
Simulation
Hardware
Computer Vision
Architecture
Modeling
Artificial Intelligence
Di-Sec: A Distributed Security Framework for Heterogeneous Wireless Sensor Networks
Distributed Training for Multi-Layer Neural Networks by Consensus
IEEE Transactions on Neural Networks and Learning Systems
Computer Networks
Software
Computer Science Applications
Artificial Intelligence
Communications
Accelerating Training of Deep Neural Networks on GPU Using CUDA
International Journal of Intelligent Systems and Applications
Control
Signal Processing
Human-Computer Interaction
Optimization
Computer Networks
Simulation
Communications
Computer Science Applications
Modeling
Artificial Intelligence
Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks and Sparse Group LASSO
IEEE Transactions on Multimedia
Electronic Engineering
Media Technology
Computer Science Applications
Electrical
Signal Processing
MONNET: A Software System for Modular Neural Networks Based on Object Passing
Intercloud Architecture Framework for Heterogeneous Cloud Based Infrastructure Services Provisioning On-Demand