Zobrazeno 1 - 10 of 155 pro vyhledávání: '"Kolin Paul"'
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Akademický článek
AMR-Diag: Neural network based genotype-to-phenotype prediction of resistance towards β-lactams in Escherichia coli and Klebsiella pneumoniae
Autor: Ekaterina Avershina, Priyanka Sharma, Arne M. Taxt, Harpreet Singh, Stephan A. Frye, Kolin Paul, Arti Kapil, Umaer Naseer, Punit Kaur, Rafi Ahmad
Publikováno v: Computational and Structural Biotechnology Journal, Vol 19, Iss , Pp 1896-1906 (2021)
Antibiotic resistance poses a major threat to public health. More effective ways of the antibiotic prescription are needed to delay the spread of antibiotic resistance. Employment of sequencing technologies coupled with the use of trained neural netw
Externí odkaz: https://doaj.org/article/74c2c96e9bdc488e8e299d688dec6f07
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2
Deep Learning Assisted Retinopathy of Prematurity (ROP) Screening
Autor: Vijay Kumar, Het Patel, Kolin Paul, Shorya Azad
Publikováno v: ACM Transactions on Computing for Healthcare.
Retinopathy of prematurity (ROP) is a leading cause of blindness in premature infants worldwide, particularly in developing countries. In this research, we propose a Deep Convolutional Neural Network (DCNN) and image processing-based approach for the
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7e1e42eb17f21030fdfcc1a543aea2fd
https://doi.org/10.1145/3596223
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3
Minimizing Off-Chip Memory Access for CNN Accelerators
Autor: Kolin Paul, Saurabh Tewari, Anshul Kumar
Publikováno v: IEEE Consumer Electronics Magazine. 11:95-104
Convolution Neural Network (CNN) accelerators are commonly used to boost the CNN application's performance. The energy efficiency of the CNN accelerators is of paramount importance for battery-operated devices like smartphones. A substantial fraction
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c6e31df734c8ee8bd8705aa765b53502
https://doi.org/10.1109/mce.2021.3097697
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5
Device Fingerprinting for Cyber-Physical System: A Survey
Autor: Vijay Kumar, Kolin Paul
Publikováno v: ACM Computing Surveys.
The continued growth of the Cyber-Physical System (CPS) and Internet of Things (IoT) technologies raises device security and monitoring concerns. For device identification, authentication, conditioning, and security, device fingerprints (DFP) are inc
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::239c20c8b04e8af78fa515d42c380232
https://doi.org/10.1145/3584944
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7
Design Space Exploration of FPGA-Based System With Multiple DNN Accelerators
Autor: Rijurekha Sen, Mahesh Balakrishnan, Shikha Goel, Kolin Paul, Rajesh Kedia
Publikováno v: IEEE Embedded Systems Letters. 13:114-117
Many emerging systems concurrently execute multiple applications that use deep neural network (DNN) as a key portion of the computation. To speedup the execution of such DNNs, various hardware accelerators have been proposed in recent works. Deep lea
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::24fa563af44fac1514df57b825a7145e
https://doi.org/10.1109/les.2020.3017455
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8
Deep-learning-based data-manipulation attack resilient supervisory backup protection of transmission lines
Autor: Bijaya Ketan Panigrahi, Prakhar Agrawal, Astha Chawla, Kolin Paul
Publikováno v: Neural Computing and Applications. 35:4835-4854
Cyber-attacks on smart-grid systems have become increasingly more complicated, and there is a need for taking detection and mitigation measures to combat their adverse effects on the smart-grid infrastructure. Wide area measurement system (WAMS) infr
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::76746db8b8c6b92cf7f28ff669fa095d
https://doi.org/10.1007/s00521-021-06106-3
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