Implementations of CNNs

Müştak E. Yalçın*, Tuba Ayhan, Ramazan Yeniçeri

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review


This chapter presents designs and implementations of cellular nonlinear network accelerators on field programmable gate array. A digital circuit architecture is introduced to handle computationally intensive active waves generation on locally coupled oscillatory network. This architecture is also implemented on FPGA and applied to the motion planning problem. Furthermore, in order to speed up real-time response of artificial olfaction systems, a system-on-chip architecture which is including reconfigurable cellular neural network as a feature extractor is presented.

Original languageEnglish
Title of host publicationSpringerBriefs in Applied Sciences and Technology
PublisherSpringer Verlag
Number of pages21
Publication statusPublished - 2020

Publication series

NameSpringerBriefs in Applied Sciences and Technology
ISSN (Print)2191-530X
ISSN (Electronic)2191-5318

Bibliographical note

Publisher Copyright:
© The Author(s).


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