Ilkin Aliyev

15 papers A 2C 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Surrogates, Spikes, and Sparsity: Performance Analysis and Characterization of SNN Hyperparameters on Hardware.
CoRR
Ilkin Aliyev, Jesus Lopez, Tosiron Adegbija
2025 A conf
Exploring the Sparsity-Quantization Interplay on a Novel Hybrid SNN Event-Driven Architecture.
DATE
Ilkin Aliyev, Jesus Lopez, Tosiron Adegbija
2024 J jnl
Exploring the Sparsity-Quantization Interplay on a Novel Hybrid SNN Event-Driven Architecture.
CoRR
Ilkin Aliyev, Jesus Lopez, Tosiron Adegbija
2024 A conf
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks.
DATE
Ilkin Aliyev, Tosiron Adegbija
2024 J jnl
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks.
CoRR
Ilkin Aliyev, Tosiron Adegbija
2024 — conf
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures.
NICE
Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu
2024 J jnl
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures.
CoRR
Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu
2024 C conf
PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine.
ISCAS
Ilkin Aliyev, Tosiron Adegbija
2024 J jnl
PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine.
CoRR
Ilkin Aliyev, Tosiron Adegbija
2024 — conf
Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview.
MCSoC
Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija, Jean-Marc Fellous
2024 J jnl
Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview.
CoRR
Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija, Jean-Marc Fellous
2024 — —
Sparsity-Aware Hardware-Software Co-design of Spiking Neural Network Accelerators.
Ilkin Aliyev
2023 J jnl
Design Space Exploration of Sparsity-Aware Application-Specific Spiking Neural Network Accelerators.
CoRR
Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija
2023 J jnl
Design Space Exploration of Sparsity-Aware Application-Specific Spiking Neural Network Accelerators.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija
2022 C conf
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor.
ISCAS
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, Yukang Fu, A. Alper Goksoy, Xin 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