Ahmet Erdem

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Design Space Exploration

Hyperspectral Imaging

Ultra Low Power

Top Venues

Publications

Benedikt Schifferer, Gilberto Titericz, Chris Deotte, Christof Henkel, Kazuki Onodera, Jiwei Liu, Bojan Tunguz, Even Oldridge, Gabriel de Souza Pereira Moreira, Ahmet Erdem
GPU Accelerated Feature Engineering and Training for Recommender Systems. RecSys Challenge (2020)
Fabrizio Indirli, Ahmet Erdem, Cristina Silvano
A Tile-based Fused-layer CNN Accelerator for FPGAs. ICECS (2020)
Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder-pal Singh, Giuseppe Desoli
Runtime Design Space Exploration and Mapping of DCNNs for the Ultra-Low-Power Orlando SoC. ACM Trans. Archit. Code Optim. 17 (2) (2020)
Ahmet Erdem, Danijela Babic, Cristina Silvano
A Tile-based Fused-Layer Approach to Accelerate DCNNs on Low-Density FPGAs. ICECS (2019)
Ahmet Erdem, Davide Gadioli, Gianluca Palermo, Cristina Silvano
Design Space Pruning and Computational Workload Splitting for Autotuning OpenCL Applications. RAPIDO (2018)
Ahmet Erdem, Cristina Silvano, Thomas Boesch, Andrea C. Ornstein, Surinder-pal Singh, Giuseppe Desoli
Design Space Exploration for Orlando Ultra Low-Power Convolutional Neural Network SoC. ASAP (2018)
Lorenzo Cunial, Ahmet Erdem, Cristina Silvano, Mirko Falchetto, Andrea C. Ornstein, Emanuele Plebani, Giuseppe Desoli, Danilo Pau
Parallelized Convolutions for Embedded Ultra Low Power Deep Learning SoC. RTSI (2018)
Ahmet Erdem, Gianluca Palermo, Cristina Silvano
Automatic Pruning of Autotuning Parameter Space for OpenCL Applications. RES4ANT@DATE (2016)
Safak Ozturk, Yusuf Artan, Yunus Emre Esin, Mustafa Yaman, Ahmet Erdem
Semi-supervised gas detection in hyperspectral imaging. IGARSS (2015)
Ahmet Erdem, H. Levent Akin
Multi-robot Localization by Observation Merging. RoboCup (2014)
Ugur Ozdemir, Yucel Orkut Aktas, Aslihan Vuruskan, Yasin Dereli, Ahmed Farabi Tarhan, Karaca Demirbag, Ahmet Erdem, Ganime Duygu Kalaycioglu, Ibrahim Özkol, Gökhan Inalhan
Design of a Commercial Hybrid VTOL UAV System. J. Intell. Robotic Syst. 74 (1-2) (2014)
Yavuz Sahin, Mustafa Teke, Ahmet Erdem, H. Sebnem Düzgün
Urban area and building detection on high resolution multispectral satellite images using spatial statistics. SIU (2012)