Ilkin Aliyev

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Design Space Exploration

Low Power Consumption

Spiking Neural Networks

Biologically Plausible

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

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 (2024)
Ilkin Aliyev, Tosiron Adegbija
PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine. ISCAS (2024)
Ilkin Aliyev, Tosiron Adegbija
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks. CoRR (2024)
Ilkin Aliyev, Tosiron Adegbija
PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine. CoRR (2024)
Ilkin Aliyev, Tosiron Adegbija
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks. DATE (2024)
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)
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) (2023)