1 citations · 2 across the 6 of their papers we have counts for
6 papers
NEUROSEC: FPGA-Based Neuromorphic Audio Security
Murat Isik, Hiruna Vishwamith, Yusuf Sur +2
Neuromorphic systems, inspired by the complexity and functionality of the human brain, have gained interest in academic and industrial attention due to their unparalleled potential…
HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks
Murat Isik, Hiruna Vishwamith, Kayode Inadagbo +1
This paper presents a novel approach to neuromorphic audio processing by integrating the strengths of Spiking Neural Networks (SNNs), Transformers, and high-performance computing (…
Harnessing FPGA Technology for Enhanced Biomedical Computation
Nisanur Alici, Kayode Inadagbo, Murat Isik
This research delves into sophisticated neural network frameworks like Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory Networks (LSTMs)…
Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks
Murat Isik, Kayode Inadagbo
This paper presents an innovative methodology for improving the robustness and computational efficiency of Spiking Neural Networks (SNNs), a critical component in neuromorphic comp…
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…