3D Deformable cell based model. حسب Roland M. Dries (6620132)

Collaborative Research: SCIPE: Interdisciplinary Research Support Community for Artificial Intelligence and Data Sciences حسب Sanmukh Kuppannagari (21798863)

"…<br><br>To achieve 10x-100x reduction in DNN energy consumption, a holistic approach is pursued, which encompasses: (1) new circuit designs that leverage emerging CMOS+X technologies; (2) a novel near-memory architecture in which processing elements are seamlessly integrated with traditional Dynamic RAM (DRAM); (3) novel 3D-matrix-based per-layer DNN computations and data-layout optimizations for kernel weights; and (4) algorithms and hardware/software co-design tailored for near-real-time DNN-based signal classification in next-generation wireless systems. …"

16S rRNA sequencing raw data from a thermophilic trickle bed reactor for biogas upgrading حسب Getachew Birhanu Abera (20402390)

"…Mapping results were filtered such that query sequence length relative to alignment length deviated < 5 % and alignment mapping quality > 0.79. Noteworthy, for both data sets lowabundant OTUs making up < 0.01 % of the total mapped reads within each sample were disregarded as a data denoisingstep. …"