Ahmet Caner Yuzuguler

According to our database, Ahmet Caner Yuzuguler authored at least 13 papers between 2014 and 2025.

Collaborative distances:

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

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., April, 2025

PRESERVE: Prefetching Model Weights and KV-Cache in Distributed LLM Serving.

Ahmet Caner Yüzügüler, Jiawei Zhuang, Lukas Cavigelli

CoRR, January, 2025

2023

Scale-out Systolic Arrays.

Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard

ACM Trans. Archit. Code Optim., June, 2023

Flexible Channel Dimensions for Differentiable Architecture Search.

Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard

CoRR, 2023

2022

U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search.

Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Equinox: Training (for Free) on a Custom Inference Accelerator.

Mario Drumond, Louis Coulon, Arash Pourhabibi Zarandi, Ahmet Caner Yüzügüler, Babak Falsafi, Martin Jaggi

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

2019

Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses.

Ahmet Caner Yuzuguler, Firat Celik, Mario Drumond, Babak Falsafi, Pascal Frossard

IEEE Micro, 2019

2018

Towards Commoditizing Simulations of System Models Using Recurrent Neural Networks.

Ahmet Caner Yuzuguler, Alexandru Moga, Carsten Franke

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

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

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016

Single-FPGA 3D ultrasound beamformer.

Ahmet Caner Yuzuguler, William Andrew Simon, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 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

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

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

Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016

2014

Transformation-invariant dictionary learning for classification with 1-Sparse representations.

Ahmet Caner Yuzuguler, Elif Vural, Pascal Frossard

Proceedings of the IEEE International Conference on Acoustics, 2014