Ehsan Kabir

According to our database, Ehsan Kabir authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

Optimized Coding and Parameter Selection for Efficient FPGA Design of Attention Mechanisms.

Ehsan Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2024

A Runtime-Adaptive Transformer Neural Network Accelerator on FPGAs.

Ehsan Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

CoRR, 2024

FAMOUS: Flexible Accelerator for the Attention Mechanism of Transformer on UltraScale+ FPGAs.

Ehsan Kabir, M. D. Arafat Kabir, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

CoRR, 2024

ProTEA: Programmable Transformer Encoder Acceleration on FPGA.

Ehsan Kabir, Jason D. Bakos, David Andrews, Miaoqing Huang

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

2023

FPGA Processor In Memory Architectures (PIMs): Overlay or Overhaul ?

M. D. Arafat Kabir, Ehsan Kabir, Joshua Hollis, Eli Levy-Mackay, Atiyehsadat Panahi, Jason D. Bakos, Miaoqing Huang, David Andrews

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Accelerating LSTM-Based High-Rate Dynamic System Models.

Ehsan Kabir, Daniel Coble, Joud N. Satme, Austin R. J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

2022

High-Rate Machine Learning for Forecasting Time-Series Signals.

Atiyehsadat Panahi, Ehsan Kabir, Austin R. J. Downey, David Andrews, Miaoqing Huang, Jason D. Bakos

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

A Runtime Programmable Accelerator for Convolutional and Multilayer Perceptron Neural Networks on FPGA.

Ehsan Kabir, Arpan Poudel, Zeyad Aklah, Miaoqing Huang, David Andrews

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2022

2020

Optimization of Surface Plasmon Resonance Biosensor for Analysis of Lipid Molecules.

Ehsan Kabir, Syed Mohammad Ashab Uddin, Sayeed Shafayet Chowdhury

CoRR, 2020