3 citations · 4 across the 4 of their papers we have counts for
4 papers
Smart Video Capsule Endoscopy: Raw Image-Based Localization for Enhanced GI Tract Investigation
Oliver Bause, Julia Werner, Paul Palomero Bernardo +1
For many real-world applications involving low-power sensor edge devices deep neural networks used for image classification might not be suitable. This is due to their typically la…
Energy-Efficient Seizure Detection Suitable for low-power Applications
Julia Werner, Bhavya Kohli, Paul Palomero Bernardo +2
Epilepsy is the most common, chronic, neurological disease worldwide and is typically accompanied by reoccurring seizures. Neuro implants can be used for effective treatment by sup…
A Configurable and Efficient Memory Hierarchy for Neural Network Hardware Accelerator
Oliver Bause, Paul Palomero Bernardo, Oliver Bringmann
As machine learning applications continue to evolve, the demand for efficient hardware accelerators, specifically tailored for deep neural networks (DNNs), becomes increasingly vit…
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices
Christoph Gerum, Adrian Frischknecht, Tobias Hald +3
The increasing spread of artificial neural networks does not stop at ultralow-power edge devices. However, these very often have high computational demand and require specialized h…