no code implementations • 19 Mar 2024 • Bora Çarpınlıoğlu, Bahrem Serhat Daniş, Uğur Teğin
Today, machine learning tools, particularly artificial neural networks, have become crucial for diverse applications.
1 code implementation • 23 Sep 2023 • Bahadır Utku Kesgin, Uğur Teğin
Here, we present an analog computing method that harnesses chaotic nonlinear attractors to perform machine learning tasks with low power consumption.
1 code implementation • 22 Dec 2020 • Uğur Teğin, Mustafa Yıldırım, İlker Oğuz, Christophe Moser, Demetri Psaltis
Today's heavy machine learning tasks are fueled by large datasets.
1 code implementation • 29 Jun 2019 • Babak Rahmani, Damien Loterie, Eirini Kakkava, Navid Borhani, Uğur Teğin, Demetri Psaltis, Christophe Moser
The output of physical systems is often accessible by measurements such as the 3D position of a robotic arm actuated by many actuators or the speckle patterns formed by shining the spot of a laser pointer on a wall.