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Bernhard Klein
Scholar

Bernhard Klein

Google Scholar ID: GCCjuMUAAAAJ
Researcher at University of Deusto
Pervasive SystemsAmbient IntelligenceSocial SoftwareSocial Data MiningData Stream Processing
Google Scholar↗
Citations & Impact
All-time
Citations
1,166
 
H-index
16
 
i10-index
22
 
Publications
20
 
Co-authors
0
 
Publications
7 items
Beyond Noise: Understanding and Overcoming Temperature Effects in Analog DNN Inference
2026
Cited
0
Constrained Co-Design for Photonic Bayesian Neural Networks
2026
Cited
0
Uncertainty-Preserving QBNNs: Multi-Level Quantization of SVI-Based Bayesian Neural Networks for Image Classification
2025
Cited
0
Accelerated Execution of Bayesian Neural Networks using a Single Probabilistic Forward Pass and Code Generation
2025
Cited
0
Resource-Efficient and Robust Inference of Deep and Bayesian Neural Networks on Embedded and Analog Computing Platforms
2025
Cited
0
Variance-Aware Noisy Training: Hardening DNNs against Unstable Analog Computations
2025
Cited
0
On Hardening DNNs against Noisy Computations
2025
Cited
0