Alireza Khodamoradi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Spiking Neural Networks

Efficient Inference

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

J. Syst. Archit.

Publications

Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, G. Abarajithan, Nojan Sheybani, Andres Meza, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
Tailor: Altering Skip Connections for Resource-Efficient Inference. ACM Trans. Reconfigurable Technol. Syst. 17 (1) (2024)
Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
Tailor: Altering Skip Connections for Resource-Efficient Inference. CoRR (2023)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. CoRR (2023)
Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Dusan Stosic, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung
Microscaling Data Formats for Deep Learning. CoRR (2023)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. ICS (2023)
Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
Adapting Skip Connections for Resource-Efficient FPGA Inference. FPGA (2023)
Gagandeep Singh, Mohammed Alser, Alireza Khodamoradi, Kristof Denolf, Can Firtina, Meryem Banu Cavlak, Henk Corporaal, Onur Mutlu
A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers. CoRR (2022)
Alireza Khodamoradi, Kristof Denolf, Ryan Kastner
S2N2: A FPGA Accelerator for Streaming Spiking Neural Networks. FPGA (2021)
Alireza Khodamoradi, Kristof Denolf, Kees A. Vissers, Ryan Kastner
ASLR: An Adaptive Scheduler for Learning Rate. IJCNN (2021)
Olivia Weng, Alireza Khodamoradi, Ryan Kastner
Hardware-efficient Residual Networks for FPGAs. CoRR (2021)
Alireza Khodamoradi, Ryan Kastner
$O(N)$O(N)-Space Spatiotemporal Filter for Reducing Noise in Neuromorphic Vision Sensors. IEEE Trans. Emerg. Top. Comput. 9 (1) (2021)
Murad Qasaimeh, Kristof Denolf, Alireza Khodamoradi, Michaela Blott, Jack Lo, Lisa Halder, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
Benchmarking vision kernels and neural network inference accelerators on embedded platforms. J. Syst. Archit. 113 (2021)
Stephen Tridgell, David Boland, Philip H. W. Leong, Ryan Kastner, Alireza Khodamoradi, Siddhartha
Real-time Automatic Modulation Classification using RFSoC. IPDPS Workshops (2020)
Alican Nalci, Alireza Khodamoradi, Ozgur Balkan, Fatta Nahab, Harinath Garudadri
A computer vision based candidate for functional balance test. EMBC (2015)