Murat Isik

According to our database, Murat Isik authored at least 28 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Multimodal Quantum Vision Transformer for Enzyme Commission Classification from Biochemical Representations.

Murat Isik, Mandeep Kaur Saggi, Humaira Gowher, Sabre Kais

CoRR, August, 2025

Neuromorphic Circuits with Spiking Astrocytes for Increased Energy Efficiency, Fault Tolerance, and Memory Capacitance.

Aybars Yunusoglu, Dexter Le, Murat Isik, Ismail Can Dikmen, Teoman Karadag

CoRR, February, 2025

A Review of Memory Wall for Neuromorphic Computing.

Dexter Le, Baran Arig, Murat Isik, Ismail Can Dikmen, Teoman Karadag

CoRR, February, 2025

Battery State of Health Estimation Using LLM Framework.

Aybars Yunusoglu, Dexter Le, Karn Tiwari, Murat Isik, Ismail Can Dikmen

CoRR, January, 2025

A novel hybrid TCN-TE-ANN model for high-precision solar irradiance prediction.

Murat Isik

PeerJ Comput. Sci., 2025

Battery State of Health Estimation Using LLM Framework.

Aybars Yunusoglu, Dexter Le, Murat Isik, Karn Tiwari, Ismail Can Dikmen, Teoman Karadag

Proceedings of the 26th International Symposium on Quality Electronic Design, 2025

2024

Comprehensive empirical evaluation of feature extractors in computer vision.

Murat Isik

PeerJ Comput. Sci., 2024

HPCNeuroNet: A Neuromorphic Approach Merging SNN Temporal Dynamics with Transformer Attention for FPGA-based Particle Physics.

Murat Isik, Hiruna Vishwamith, Jonathan Naoukin, Ismail Can Dikmen

CoRR, 2024

Multimodal LLM for Intelligent Transportation Systems.

Dexter Le, Aybars Yunusoglu, Karn Tiwari, Murat Isik, Ismail Can Dikmen

CoRR, 2024

Exploring Liquid Neural Networks on Loihi-2.

Wiktoria Pawlak, Murat Isik, Dexter Le, Ismail Can Dikmen

CoRR, 2024

Advancing Neuromorphic Computing: Mixed-Signal Design Techniques Leveraging Brain Code Units and Fundamental Code Units.

Murat Isik, Newton Howard, Sols Miziev, Wiktoria Pawlak

Proceedings of the International Joint Conference on Neural Networks, 2024

Accelerating Sensor Fusion in Neuromorphic Computing: A Case Study on Loihi-2.

Murat Isik, Karn Tiwari, Muhammed Burak Eryilmaz, Ismail Can Dikmen

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

NeuroVM: Dynamic Neuromorphic Hardware Virtualization.

Murat Isik, Jonathan Naoukin, Ismail Can Dikmen

Proceedings of the 15th IEEE International Green and Sustainable Computing Conference, 2024

NEUROSEC: FPGA-Based Neuromorphic Audio Security.

Murat Isik, Hiruna Vishwamith, Yusuf Sur, Kayode Inadagbo, Ismail Can Dikmen

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2024

2023

A Survey Examining Neuromorphic Architecture in Space and Challenges from Radiation.

Jonathan Naoukin, Murat Isik, Karn Tiwari

CoRR, 2023

HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks.

Murat Isik, Hiruna Vishwamith, Kayode Inadagbo, Ismail Can Dikmen

CoRR, 2023

Harnessing FPGA Technology for Enhanced Biomedical Computation.

Nisanur Alici, Kayode Inadagbo, Murat Isik

CoRR, 2023

FPGA Implementation of OTFS Modulation for 6G Communication Systems.

Murat Isik, Malvin Nkomo, Anup Das, Kapil R. Dandekar

CoRR, 2023

A Survey of Spiking Neural Network Accelerator on FPGA.

Murat Isik

CoRR, 2023

Design optimization for high-performance computing using FPGA.

Murat Isik, Kayode Inadagbo, Hakan Aktas

CoRR, 2023

Exploiting FPGA Capabilities for Accelerated Biomedical Computing.

Kayode Inadagbo, Baran Arig, Nisanur Alici, Murat Isik

Proceedings of the Signal Processing: Algorithms, 2023

An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA.

Murat Isik, Matthew Oldland, Lifeng Zhou

Proceedings of the Intelligent Systems and Applications, 2023

Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks.

Murat Isik, Kayode Inadagbo

Proceedings of the Engineering of Computer-Based Systems - 8th International Conference, 2023

2022

A Coupled Neural Circuit Design for Guillain-Barre Syndrome.

Oguzhan Derebasi, Murat Isik, Oguzhan Demirag, Dilek Göksel Duru, Anup Das

CoRR, 2022

Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review.

Phu Khanh Huynh, M. Lakshmi Varshika, Ankita Paul, Murat Isik, Adarsha Balaji, Anup Das

CoRR, 2022

Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity.

Mali Halac, Murat Isik, Hasan Ayaz, Anup Das

Proceedings of the International Joint Conference on Neural Networks, 2022

A design methodology for fault-tolerant computing using astrocyte neural networks.

Murat Isik, Ankita Paul, M. Lakshmi Varshika, Anup Das

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2017

Renk körlüğünün tanısına yönelik yeni bir arayüz (A new software for diagnostics of color-blindness)

Murat Isik

PhD thesis, 2017