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Hardware Accelerator and Neural Network Co-Optimization for
  Ultra-Low-Power Audio Processing Devices
v1v2 (latest)

Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices

Euromicro Symposium on Digital Systems Design (DSD), 2022
8 September 2022
Christoph Gerum
Adrian Frischknecht
T. Hald
Paul Palomero Bernardo
Konstantin Lubeck
Oliver Bringmann
ArXiv (abs)PDFHTML

Papers citing "Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices"

6 / 6 papers shown
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification
Mikhael Djajapermana
Moritz Reiber
Daniel Mueller-Gritschneder
Ulf Schlichtmann
ViT
101
0
0
04 Nov 2025
Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies
Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies
Julia Werner
Christoph Gerum
Jorg Nick
Maxime Le Floch
Franz Brinkmann
Jochen Hampe
Oliver Bringmann
147
3
0
08 Apr 2025
Energy-Efficient Seizure Detection Suitable for low-power Applications
Energy-Efficient Seizure Detection Suitable for low-power ApplicationsIEEE International Joint Conference on Neural Network (IJCNN), 2024
Julia Werner
Bhavya Kohli
Paul Palomero Bernardo
Christoph Gerum
Oliver Bringmann
185
2
0
19 Jun 2024
Using the Abstract Computer Architecture Description Language to Model
  AI Hardware Accelerators
Using the Abstract Computer Architecture Description Language to Model AI Hardware Accelerators
Mika Markus Müller
Alexander Richard Manfred Borst
Konstantin Lubeck
Alexander Louis-Ferdinand Jung
Oliver Bringmann
134
1
0
30 Jan 2024
Precise localization within the GI tract by combining classification of
  CNNs and time-series analysis of HMMs
Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs
Julia Werner
Christoph Gerum
Moritz Reiber
Jorg Nick
Oliver Bringmann
102
6
0
11 Oct 2023
Collective PV-RCNN: A Novel Fusion Technique using Collective Detections
  for Enhanced Local LiDAR-Based Perception
Collective PV-RCNN: A Novel Fusion Technique using Collective Detections for Enhanced Local LiDAR-Based Perception
Sven Teufel
Jörg Gamerdinger
G. Volk
Oliver Bringmann
104
9
0
11 Sep 2023
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