2 papers
cs.AR2025
A Review of Memory Wall for Neuromorphic Computing
Dexter Le, Baran Arig, Murat Isik +2
This paper reviews memory technologies used in Field-Programmable Gate Arrays (FPGAs) for neuromorphic computing, a brain-inspired approach transforming artificial intelligence wit…
cs.AR2023
Exploiting FPGA Capabilities for Accelerated Biomedical Computing
Kayode Inadagbo, Baran Arig, Nisanur Alici +1
This study presents advanced neural network architectures including Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory Networks (LSTMs), a…