Ilkin Aliyev

According to our database, Ilkin Aliyev authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview.

Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija, Jean-Marc Fellous

CoRR, 2024

GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures.

Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu

Proceedings of the Neuro Inspired Computational Elements Conference, 2024

PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine.

Ilkin Aliyev, Tosiron Adegbija

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks.

Ilkin Aliyev, Tosiron Adegbija

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Design Space Exploration of Sparsity-Aware Application-Specific Spiking Neural Network Accelerators.

Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2023

2022

Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor.

Daniel W. Bliss, Tutu Ajayi, Ali Akoglu, Ilkin Aliyev, Toygun Basaklar, Leul Belayneh, David T. Blaauw, John S. Brunhaver, Chaitali Chakrabarti, Liangliang Chang, Kuan-Yu Chen, Ming-Hung Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Y. Fu, A. Alper Goksoy, X. He, Md Sahil Hassan, Andrew Herschfelt, Jacob Holtom, Hun-Seok Kim, A. N. Krishnakumar, Y. Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, Brittany M. McCall, Trevor N. Mudge, Ümit Y. Ogras, Vishrut Pandey, Saquib Ahmad Siddiqui, Yu-Hsiu Sun, Adarsh A. Venkataramani, Xiangdong Wei, B. R. Willis, Hanguang Yu, Yufan Yue

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022