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Novel dynamic partial reconfiguration implementations of the support vector machine classifier on FPGA

Hanaa HUSSAIN, Khaled BENKRID, Hüseyin ŞEKER
2016 Turkish Journal of Electrical Engineering and Computer Sciences  
In this work, two flexible hardware implementations of the SVM classifier are proposed, namely A1 and A2 classifiers with successful applications in a microarray dataset.  ...  However, its complexity increases requirements of computational power.  ...  Acknowledgment This work was supported by the Public Authority of Applied Education and Training (PAAET) in Kuwait to sponsor the PhD study of Hanaa Hussain at Edinburgh University.  ... 
doi:10.3906/elk-1402-18 fatcat:u5l6tt7eofdsljxt7sj75z3kym

Custom Hardware Versus Cloud Computing in Big Data [chapter]

Gaye Lightbody, Fiona Browne, Valeriia Haberland
2017 Advanced Information and Knowledge Processing  
The computational and data handling challenges in big data are immense yet a market is steadily growing traditionally supported by technologies such as Hadoop for management and processing of huge and  ...  Gate Arrays (FPGAs) and cloud solutions.  ...  Another aspect that can benefit from computational enhancement is in the image processing component in Genomic Microarrays.  ... 
doi:10.1007/978-3-319-59090-5_9 fatcat:p74b7a42xvajvbghyugmfpwdga

Field Programmable Gate Array Applications—A Scientometric Review

Juan Ruiz-Rosero, Gustavo Ramirez-Gonzalez, Rahul Khanna
2019 Computation  
, digital signal processing, image and video processing, big data, computer algorithms and other applications.  ...  Scientific publications related to FPGA started in 1992 and, up to now, we found more than 70,000 documents in the two leading scientific databases (Scopus and Clarivative Web of Science).  ...  A Survey on FPGA-Based Sensor Systems: Towards Intelligent and Reconfigurable Low-Power Sensors for Computer Vision, Control and Signal Processing. Sensors 2014, 14, 6247-6278.  ... 
doi:10.3390/computation7040063 fatcat:wxtatzsvvnfopghdfl25hcfc2a

Signal Processing for Applications in Healthcare Systems

Pau-Choo Chung, Chein-I Chang, Qi Tian, Chien-Cheng Lee
2008 EURASIP Journal on Advances in Signal Processing  
On the other hand, the technologies for healthcare have run an impressive evolution in signal/image processing, computers, and network communications and have facilitated the development of effective signal  ...  /image processing techniques in consumer electronics.  ...  On the other hand, the technologies for healthcare have run an impressive evolution in signal/image processing, computers, and network communications and have facilitated the development of effective signal  ... 
doi:10.1155/2008/869364 fatcat:x6mgkrysrzegje7j6kdsst6ham

Microarchitecture of a MultiCore SoC for Data Analysis of a Lab-on-Chip Microarray

G. Kornaros, S. Blionas
2008 EURASIP Journal on Advances in Signal Processing  
The proposed architecture employs reconfigurable technology and has the capacity to process data from microarrays of various sizes from small size ones used in genotyping up to large-scale gene expression  ...  for microarray real-time data processing and for a scalable reconfigurable architecture to handle also the future highdensity microarrays.  ...  Lorne Lonie, Marta Paolucci, and Dr.  ... 
doi:10.1155/2008/520641 fatcat:aou4oavdkbgajp56mwrlzl6ceu

A Vision Chip for Color Segmentation and Pattern Matching

Ralph Etienne-Cummings, Philippe Pouliquen, M. Anthony Lewis
2003 EURASIP Journal on Advances in Signal Processing  
The DAC can also be used to pipe in images for a PC. The color processing uses a biologically inspired color opponent representation and an analog lookup table to determine the Hue (H) of each pixel.  ...  Thirty-two learned color templates are stored and compared to each image.  ...  Four parallel SAD cells perform the matching computation.  ... 
doi:10.1155/s1110865703302021 fatcat:uxnqapg7aff2rmswxhqdnoveta

Table of Contents

2018 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)  
Vision/Pattern Recognition (Regular Papers) ICACCI-16: Signal/Image/video/speech Processing/Computer Vision/Pattern Recognition (Regular Papers) Knowledge Extraction from Apps data and its Application  ...  Manipur, India), Navanath Saharia (Indian Institute of Information Technology Manipur, India) 583 ICACCI-21: Signal/Image/video/speech Processing/Computer Vision/Pattern Recognition (Regular Papers  ... 
doi:10.1109/icacci.2018.8554765 fatcat:w77tqf7bjzda5dyztz46rh5eke

An Outlook on Design Technologies for Future Integrated Systems

G. De Micheli
2009 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems  
This paper surveys design requirements and solutions for heterogeneous systems and addresses design technologies for realizing them.  ...  The economic and social demand for ubiquitous and multifaceted electronic systems-in combination with the unprecedented opportunities provided by the integration of various manufacturing technologies-is  ...  In these studies, a set of clinical traits were manually extracted from medical images and then correlated to the data extracted from microarrays.  ... 
doi:10.1109/tcad.2009.2021008 fatcat:2qujxzmnjbfebd4fg3bnrzsjua

Genomics as a service: A joint computing and networking perspective

G. Reali, M. Femminella, E. Nunzi, D. Valocchi
2018 Computer Networks  
, but also the main software technologies available to develop genomic processing services.  ...  In more detail, we analyze the main genomic processing applications, and classify not only the main computing alternatives to run genomics workflows in either a local machine or a distributed cloud environment  ...  It leverages on the computational power achievable by parallel processing by using many computing devices simultaneously.  ... 
doi:10.1016/j.comnet.2018.08.005 fatcat:w562rwbavnax7pbtairhtnadje

A hybrid architecture for bioinformatics

Bertil Schmidt, Heiko Schröder, Manfred Schimmler
2002 Future generations computer systems  
Introduction of hybrid-parallel FPGA/GPU computers.  ...  While the first commercially available microarrays only allowed very few SNPs for processing, current technologies typically support any number between hundreds, thousands, and up to 4.5 million SNPs on  ... 
doi:10.1016/s0167-739x(02)00058-4 fatcat:ktrtocmzh5hkzgdprusjxddmbi

Deep Learning on Computational-Resource-Limited Platforms: A Survey

Chunlei Chen, Peng Zhang, Huixiang Zhang, Jiangyan Dai, Yugen Yi, Huihui Zhang, Yonghui Zhang
2020 Mobile Information Systems  
We summarize typical applications of resource-limited deep learning and point out that deep learning is an indispensable impetus of pervasive computing.  ...  IoT nodes equipped with smart sensors can immediately extract meaningful knowledge from the data through machine learning technologies.  ...  Two fundamental technologies of such applications are sensor data processing and computer vision.  ... 
doi:10.1155/2020/8454327 fatcat:pocvmihd7jcw7ig544s2yduovu

Prosiding Penyelidikan Prasiswazah, Issue No. 1, 2021

Aqilah Baseri Huddin, Asma Abu-Samah, Badariah Bais, Charis Teoh Yi En, Chia Tieng Tieng, Gan Kok Beng, Harhiviin A/L Ganesan, Huda Abdullah, Iskandar Yahya, Izzuan Ismail, Kalaivani Chellapan, Kaliswaran A/L Ganesan (+14 others)
2021 Zenodo  
Automatic and Reliable Leaf Detection Using Image Processing.  ...  However, due to the advanced technology nowadays, plant disease can be easily detected and classified by using image processing.  ... 
doi:10.5281/zenodo.5771476 fatcat:r74w7ktrnbeglcsquirfsfw4p4

Prosiding Penyelidikan Prasiswazah, Issue No. 1, 2021

Aqilah Baseri Huddin, Asma Abu-Samah, Badariah Bais, Charis Teoh Yi En, Chia Tieng Tieng, Gan Kok Beng, Harhiviin A/L Ganesan, Huda Abdullah, Iskandar Yahya, Izzuan Ismail, Kalaivani Chellapan, Kaliswaran A/L Ganesan (+14 others)
2021 Zenodo  
Automatic and Reliable Leaf Detection Using Image Processing.  ...  However, due to the advanced technology nowadays, plant disease can be easily detected and classified by using image processing.  ... 
doi:10.5281/zenodo.5771566 fatcat:lgrttq6krzhwtp54qdmqqxueoy

Prosiding Penyelidikan Prasiswazah, Issue No. 1, 2021

Aqilah Baseri Huddin, Asma Abu-Samah, Badariah Bais, Charis Teoh Yi En, Chia Tieng Tieng, Gan Kok Beng, Harhiviin A/L Ganesan, Huda Abdullah, Iskandar Yahya, Izzuan Ismail, Kalaivani Chellapan, Kaliswaran A/L Ganesan (+14 others)
2021 Zenodo  
Automatic and Reliable Leaf Detection Using Image Processing.  ...  However, due to the advanced technology nowadays, plant disease can be easily detected and classified by using image processing.  ... 
doi:10.5281/zenodo.5771436 fatcat:gwlbmjtgrjae7jbtjwuksnavoi

ICECET 2021 Presenters & countries list (84 different countries)

2021 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET)  
Development for Data Acquisition and IoT-based Control and Monitoring using Event-Driven Techniques Technologies in Mauritius Field Programmable Analog Circuits and Arrays -An Overview A Real-Time Collision  ...  on Cycle-GAN and Hybrid Slotted Design of Rectangular Single / Dual Feed Planar Microstrip Patch Antenna for SISO and MIMO System Training New Quantum Binary Image Detector (NQBID) Virtual Mobile Robot  ... 
doi:10.1109/icecet52533.2021.9698536 fatcat:s43dukxv65f6tcevsvigyhn4oa
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