Template-oriented hardware design based on shape analysis of 2D CNN operators in CNN template libraries and applications

NAF Garcia, M Suarez, VM Brea… - 2008 11th International …, 2008 - ieeexplore.ieee.org
This work aims at finding efficient configurations of coefficient circuits in a CNN hardware
cell implementation based on the shape of the templates listed in the Cellular Wave …

Area and Time Efficient Cellular Non-linear Networks

NA Fernandez-Garcia, VM Brea… - 2007 IEEE International …, 2007 - ieeexplore.ieee.org
The use of a reduced set of multipliers or coefficient circuits on cellular processor arrays
leads to time and area efficient solutions. The reduced set of multipliers is achievable with …

Neuro-inspired computing enhanced by scalable algorithms and physics of emerging nanoscale resistive devices

P Wijesinghe - 2019 - search.proquest.com
Abstract Deep 'Analog Artificial Neural Networks'(AANNs) perform complex classification
problems with high accuracy. However, they rely on humongous amount of power to perform …

EVALUASI METODE PELACAKAN MARKERLESS PADA METAIO SDK UNTUK PENGEMBANGAN APLIKASI AUGMENTED REALITY ANATOMI TUBUH MANUSIA

D Nurcahyo, B Hantono - SEMNASTEKNOMEDIA ONLINE, 2015 - ojs.amikom.ac.id
Perkembangan aplikasi multimedia saat iniberkembangdengan pesat terutama dibidang
Augmented Realityseiring berkembangnya teknologi Smartphone. Denganteknologi AR …

THE PURDUE UNIVERSITY GRADUATE SCHOOL STATEMENT OF DISSERTATION APPROVAL

Z Shen - 2020 - search.proquest.com
Although current augmented, virtual, and mixed reality (AR/VR/MR) systems are facing
advanced and immersive experience in the entertainment industry with countless media …

Split and shift methodology on cellular processor arrays: area saving versus time penalty

NA Fernandez, VM Brea… - International Journal of …, 2014 - Wiley Online Library
This paper addresses the so‐called split and shift methodology. This methodology deals
with the implementation of kernels of sizes that go above the physically implemented …

[图书][B] CNN based non-linear image processing for robust" Pixel Vision"

VP Makkapati - 2009 - netlibrary.aau.at
Many of the basic image processing tasks, such as edge detection, color conversion,
histogram operations, thresholding, correlation, interpolation for data extraction, etc., act on …

[PDF][PDF] Optimisation and robustness of cellular neural networks

J SUYKENS, J VANDEWALLE, SX DE SOUZA - 2007 - lirias.kuleuven.be
In this thesis we present new methodologies for improving the robustness of analog VLSI
visual processors which are based on Cellular Neural Networks (CNN). Such a system can …

[引用][C] Split and shift methodology: Overcoming hardware limitations on cellular processor arrays for image processing

NA Fernández García - 2012