Author

A. Yousefzadeh

3 papers indexed here

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Preprint Aug 2026

MergeOver: Post-Training Token Merging for Recursive Vision Transformers

Vision Transformers (ViTs) demonstrate exceptional performance in computer vision but suffer from large parameter counts and quadratic computational complexity, severely limiting their deployment on resource-constrained edge hardware. While recursive weight-sharing reduces parameter counts and token merging mitigates c...

Junseong Kim, Uraz Odyurt, A. Yousefzadeh · 0 citations

#edge computing Review Open access Sep 2026

GPU and RISC-V acceleration for neuromorphic computing based on spiking neural networks: taxonomy, comparison, and open challenges

This survey reviews 71 studies published between 2015 and 2025 and organizes them into a taxonomy that classifies GPU works into simulation frameworks, training-acceleration techniques, large-scale and multi-GPU simulation, and application deployments, and RISC-V works into instruction-set extensions and tightly-couple...

Edris Zaman Farsa, Amirhossein Ilkhani, Marc Reichenbach et al. · Neuromorphic Computing and E... · 0 citations

#machine learning Review Open access Aug 2026

Recent developments in Transformer inference deployment on FPGA platforms: A survey

This study investigates the most recent advances, trends, and design choices for Transformer inference on FPGA platforms, and performs a systematic literature review, extracting and delving into preferred techniques for implementation and optimisation.

Arjan Blankestijn, Uraz Odyurt, A. Yousefzadeh · Journal of systems architect... · 0 citations