5 papers
TALU: A Reconfigurable Tiled-ALU Grid for RISC-V
Ali Emre Oztas, Can Erim Karsal, Mahir Demir +1
Lane-based RISC-V vector processors exploit data parallelism well but pay a recurring cost for two common patterns: reductions, which require a separate tree pass, and deep depende…
DPU or GPU for Accelerating Neural Networks Inference -- Why not both? Split CNN Inference
Ali Emre Oztas, Mahir Demir, James Garside +1
Video and image streaming on edge devices requires low latency. To address this, Neural Networks (NNs) are widely used, and prior work mainly focuses on accelerating them with sing…
An Automatic Ground Collision Avoidance System with Reinforcement Learning
Seyyid Osman Sevgili, Atahan Cilan, Mahir Demir +2
This article evaluates an artificial intelligence (AI)-based Automatic Ground Collision Avoidance System (AGCAS) designed for advanced jet trainers to enhance operational effective…
An Aircraft Upset Recovery System with Reinforcement Learning
Mahir Demir, Atahan Cilan, Seyyid Osman Sevgili +2
This article explores the progress made in the creation of a pilot activated recovery system (PARS) for advanced jet trainers that utilizes artificial intelligence (AI) in an effor…
Perfecting Aircraft Maneuvers with Reinforcement Learning
Atahan Cilan, Mahir Demir, Özgün Can Yürütken +2
This paper evaluates an advanced jet trainer's utilization of artificial intelligence (AI)-based aircraft aerobatic maneuvers with the intention of developing an AI-assisted pilot…