Transformation-invariant dictionary learning for classification with 1-Sparse representations. - Ahmet Caner Yuzuguler; Elif Vural; Pascal Frossard (ICASSP, 2014)

Demo: Efficient delay and apodization for on-FPGA 3D ultrasound. - Ahmet Caner Yuzuguler; William Andrew Simon; Aya Ibrahim; Federico Angiolini; Marcel Arditi; Jean-Philippe Thiran; Giovanni De Micheli (DASIP, 2016)

Single-FPGA, scalable, low-power, and high-quality 3D ultrasound beamformer. - William Andrew Simon; Ahmet Caner Yuzuguler; Aya Ibrahim; Federico Angiolini; Marcel Arditi; Jean-Philippe Thiran; Giovanni De Micheli (FPL, 2016)

Single-FPGA 3D ultrasound beamformer. - Ahmet Caner Yuzuguler; William Andrew Simon; Aya Ibrahim; Federico Angiolini; Marcel Arditi; Jean-Philippe Thiran; Giovanni De Micheli (FPL, 2016)

1024-Channel 3D ultrasound digital beamformer in a single 5W FPGA. - Federico Angiolini; Aya Ibrahim; William Andrew Simon; Ahmet Caner Yuzuguler; Marcel Arditi; Jean-Philippe Thiran; Giovanni De Micheli (DATE, 2017)

Towards Commoditizing Simulations of System Models Using Recurrent Neural Networks. - Ahmet Caner Yuzuguler; Alexandru Moga; Carsten Franke 001 (SmartGridComm, 2018)

Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses. - Ahmet Caner Yuzuguler; Firat Celik; Mario Drumond; Babak Falsafi; Pascal Frossard (IEEE Micro, 2019)

Equinox: Training (for Free) on a Custom Inference Accelerator. - Mario Drumond; Louis Coulon; Arash Pourhabibi Zarandi; Ahmet Caner Yüzügüler; Babak Falsafi; Martin Jaggi (MICRO, 2021)

U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search. - Ahmet Caner Yüzügüler; Nikolaos Dimitriadis; Pascal Frossard (ECCV (12), 2022)

Flexible Channel Dimensions for Differentiable Architecture Search. - Ahmet Caner Yüzügüler; Nikolaos Dimitriadis; Pascal Frossard (CoRR, 2023)

Scale-out Systolic Arrays. - Ahmet Caner Yüzügüler; Canberk Sönmez; Mario Drumond; Yunho Oh; Babak Falsafi; Pascal Frossard (ACM Trans. Archit. Code Optim., 2023)

PRESERVE: Prefetching Model Weights and KV-Cache in Distributed LLM Serving. - Ahmet Caner Yüzügüler; Jiawei Zhuang; Lukas Cavigelli (CoRR, 2025)

Hierarchical Training of Deep Neural Networks Using Early Exiting. - Yamin Sepehri; Pedram Pad; Ahmet Caner Yüzügüler; Pascal Frossard; L. Andrea Dunbar (IEEE Trans. Neural Networks Learn. Syst., 2025)