Search Results for author: Uğur Teğin

Found 4 papers, 3 papers with code

Genetically programmable optical random neural networks

no code implementations19 Mar 2024 Bora Çarpınlıoğlu, Bahrem Serhat Daniş, Uğur Teğin

Today, machine learning tools, particularly artificial neural networks, have become crucial for diverse applications.

Machine Learning with Chaotic Strange Attractors

1 code implementation23 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.

Competing Neural Networks for Robust Control of Nonlinear Systems

1 code implementation29 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.

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