Patents by Inventor SONER YESIL

SONER YESIL has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method for Low Resource and Low Power Consuming Implementation of Nonlinear Activation Functions of Artificial Neural Networks
    Publication number: 20210406645
    Abstract: A method does not use high resource and high power consuming memory elements (LUT, Block RAM, etc.) or a distributed RAM in an implementation of nonlinear activation functions of artificial neural networks (ANN), eliminating a need for multiplication elements completely by using shift operations. Since each neuron includes an activation function, eliminating a multiplication element saves significant amount of resource and power in an implementation of the ANN.
    Type: Application
    Filed: April 14, 2021
    Publication date: December 30, 2021
    Applicants: ASELSAN ELEKTRONIK SAN. VE TIC. A. S., ORTA DOGU TEKNIK UNIVERSITESI
    Inventors: SONER YESIL, CANSU SEN, ALI OZGUR YILMAZ