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Zeynep Kaya

Visiting Researcher
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Office: C-203

Zeynep Kaya received her Ph.D. in Electrical and Electronics Engineering from Eskisehir Osmangazi University, Turkey in 2021. Since 2021, she has been an Assistant Professor at Bilecik Seyh Edebali University. She has joined the Technical University of Madrid (UPM) as a Visiting Researcher regarding the scholarship of The Scientific and Technological Research Council of Turkey in September 2022.

Her current research interests are optimized hardware architectures for the Fast Fourier Transform (FFT) including data management and memory adressing schemes. Her research include high-performance circuits, designs for small area, low-latency and low-power consumption.

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Research

  • Fast Fourier Transform
  • Circuits for data permutation
  • FPGAs
  • Memory-based FFTs
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Teaching

Publications

  1. Zeynep Kaya and Mario Garrido, “Optimized 4-Parallel 1024-Point MSC FFT”, IEEE Access, Vol. 12, pp. 84110-84121, Jun. 2024. (Open Access in IEEE).
  2. Zeynep Kaya and Mario Garrido, “Low-Latency 64-Parallel 4096-Point Memory-Based FFT for 6G”, IEEE Trans. Circuits Syst. I, 2023. (Open Access in IEEE).
  3. Zeynep Kaya, Mario Garrido and Jarmo Takala, “Memory-Based FFT Architecture with Optimized Number of Multiplexers and Memory Usage”, IEEE Trans. Circuits Syst. II, Vol. 70, No. 8, pp. 3084-3088, Aug. 2023. (Open Access in IEEE)
  4. Zuhal Kurt, Şahin Işık, Zeynep Kaya, Yıldıray Anagün, Nizameddin Koca, and Sümeyye Çiçek. Evaluation of EfficientNet models for COVID-19 detection using lung parenchyma. Neural Computing and Applications, feb 2023. URL: https://doi.org/10.1007%2Fs00521-023-08344-z, doi:10.1007/s00521-023-08344-z.
  5. Zeynep Kaya and Erol Seke. A novel addressing algorithm of radix-2 fft using single-bank dual-port memory. Circuit World, 48(1):64–70, 2020.
  6. Zeynep Kaya, Nazım İmal, and Oğuz Gökhasan. On power transformers energy efficiency based load transfer analysis. International Journal of Energy Applications and Technologies, 5(3):115 – 118, 2018.
  7. Erol Seke and Zeynep Kaya. Single bank dual-port memory-based fft for field programmable gate arrays. Eskişehir Technical University Journal of Science and Technology A – Applied Sciences and Engineering, 19(4):796 – 804, 2018.
  1. Zeynep Kaya and Mario Garrido, “Novel Access Patterns Based on Overlapping Loading and Processing Times to Reduce Latency and Increase Throughput in Memory-based FFTs”, IEEE International Symposium on Computer Arithmetic, Málaga (Spain), Jun. 2024.
  2. Zeynep Kaya and Erol Seke. A numerically controlled oscillator based on de moivre’s identity and linear approximation: a romless nco. In 2015 XXV International Conference on Information, Communication and Automation Technologies (ICAT), 1–4. IEEE, 2015.
  3. Zeynep Kaya and Erol Seke. Numerically controlled oscillator using de moivre identity. In 2015 23nd Signal Processing and Communications Applications Conference (SIU), 451–454. IEEE, 2015.
  4. Zeynep Kaya and Erol Seke. Implementation of numerically controlled oscilator that uses de moivre identity and trigonometric relations. In 2015 23nd Signal Processing and Communications Applications Conference (SIU), 1643–1646. IEEE, 2015.
  5. Zeynep Kaya and Erol Seke. Direct generation of upsampled fir filter response a simple extension to filters with distributed arithmetic. In The 10th International Conference on Digital Technologies 2014, 110–113. IEEE, 2014.
  6. Zeynep Kaya and Erol Seke. Multiplier-free raised-cosine filter for binary streams using dds. In 2014 22nd Signal Processing and Communications Applications Conference (SIU), 128–131. IEEE, 2014.
  7. E. Seke and Z. Kaya. Serial-in-parallel-out fft. In Proc. 5th International Conference on Advanced Technology & Sciences., 569–571. May 2017.
  8. E. Seke and Z. Kaya. Comparative hdl implementations of two chaotic generators. In Proc. 5th International Conference on Advanced Technology & Sciences., 162–166. 2017.
  9. Zeynep Kaya and Erol Seke. A vhdl implementation of hénon map pseudo-random sequence generator. In Proc. 2th International Conference on Engineering and Natural Sciences, 668–671. 2016.

  1. Zeynep Kaya, Zuhal Kurt, Şahin Işık, Nizameddin Koca, and Sümeyye Çiçek. Deep learning-based covid-19 detection using lung parenchyma ct scans. In Proceedings of International Conference on Computing and Communication Networks, pages 261–275. 2022.