3 citations · 6 across the 6 of their papers we have counts for
6 papers
NeuroVM: Dynamic Neuromorphic Hardware Virtualization
Murat Isik, Jonathan Naoukin, I. Can Dikmen
This paper introduces a novel approach in neuromorphic computing, integrating heterogeneous hardware nodes into a unified, massively parallel architecture. Our system transcends tr…
FPGA Implementation of OTFS Modulation for 6G Communication Systems
Murat Isik, Malvin Nkomo, Anup Das +1
Sixth-generation (6G) communication systems are poised to accommodate high data-rate wireless communication services in highly dynamic channels, with applications including high-sp…
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…
Design optimization for high-performance computing using FPGA
Murat Isik, Kayode Inadagbo, Hakan Aktas
Reconfigurable architectures like Field Programmable Gate Arrays (FPGAs) have been used for accelerating computations in several domains because of their unique combination of flex…
An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA
Murat Isik, Matthew Oldland, Lifeng Zhou
Autoencoders are unsupervised neural networks that are used to process and compress input data and then reconstruct the data back to the original data size. This allows autoencoder…
A Coupled Neural Circuit Design for Guillain-Barre Syndrome
Oguzhan Derebasi, Murat Isik, Oguzhan Demirag +2
Guillain-Barre syndrome is a rare neurological condition in which the human immune system attacks the peripheral nervous system. A peripheral nervous system appears as a diffusivel…