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ORCIDIlkin Aliyev
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2020 – today
- 2024
[c4]Ilkin Aliyev, Tosiron Adegbija:
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks. DATE 2024: 1-2- [c3]Ilkin Aliyev, Tosiron Adegbija:
PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine. ISCAS 2024: 1-5 - [c2]Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu:
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures. NICE 2024: 1-7 - [i5]Ilkin Aliyev, Tosiron Adegbija:
PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine. CoRR abs/2402.06210 (2024) - [i4]Ilkin Aliyev, Tosiron Adegbija:
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks. CoRR abs/2402.06211 (2024) - [i3]Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu:
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures. CoRR abs/2404.16208 (2024) - [i2]Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija, Jean-Marc Fellous:
Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview. CoRR abs/2408.14437 (2024) - 2023
- [j1]Ilkin Aliyev
, Kama Svoboda, Tosiron Adegbija:
Design Space Exploration of Sparsity-Aware Application-Specific Spiking Neural Network Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(4): 1062-1072 (2023) - [i1]Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija:
Design Space Exploration of Sparsity-Aware Application-Specific Spiking Neural Network Accelerators. CoRR abs/2310.16745 (2023) - 2022
- [c1]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, Yang 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:
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. ISCAS 2022: 443-447
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