3 papers
cs.AR2025
RISC-V Based TinyML Accelerator for Depthwise Separable Convolutions in Edge AI
Muhammed Yildirim, Ozcan Ozturk
The increasing demand for on-device intelligence in Edge AI and TinyML applications requires the efficient execution of modern Convolutional Neural Networks (CNNs). While lightweig…
cs.DB2025
On Usage of Non-Volatile Memory as Primary Storage for Database Management Systems
Naveed Ul Mustafa, Adri`a Armejach, Ozcan Ozturk +2
This paper explores the implications of employing non-volatile memory (NVM) as primary storage for a data base management system (DBMS). We investigate the modifications necessary…
cs.CV2023
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing
Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi +2
Deep learning has enabled various Internet of Things (IoT) applications. Still, designing models with high accuracy and computational efficiency remains a significant challenge, es…