Publications by authors named "Peter Klco"
Reliability and lifetime of specific electronics boards depends on the quality of manufacturing process. Especially soldering splashes in some areas of PCB (printed circuit board) can cause change of selected electrical parameters. Nowadays, the manual inspection is massively replaced by specialized visual systems checking the presence of different defects.
View Article and Find Full Text PDFNovel computer algorithm for cough monitoring based on octonions.
Respir Physiol Neurobiol
November 2018
Article Synopsis
- The assessment of cough frequency is important for evaluating cough therapies, but current automatic detection algorithms often struggle with sensitivity and require human input.
- A new algorithm using 8-dimensional octonions shows improved performance over traditional neural networks in classifying cough sounds.
- Tested on a dataset of 5200 cough and 90,000 non-cough sounds from patients, the octonionic algorithm achieved higher sensitivity (96.8%) and specificity (98.4%), enhancing cough sound detection.