Zobrazeno 1 - 10
of 279
pro vyhledávání: '"Susmita Dey"'
Autor:
Esmaeilzadeh, Hadi, Ghodrati, Soroush, Kahng, Andrew B., Kim, Joon Kyung, Kinzer, Sean, Kundu, Sayak, Mahapatra, Rohan, Manasi, Susmita Dey, Sapatnekar, Sachin, Wang, Zhiang, Zeng, Ziqing
Parameterizable machine learning (ML) accelerators are the product of recent breakthroughs in ML. To fully enable their design space exploration (DSE), we propose a physical-design-driven, learning-based prediction framework for hardware-accelerated
Externí odkaz:
http://arxiv.org/abs/2308.12120
Autor:
Esmaeilzadeh, Hadi, Ghodrati, Soroush, Kahng, Andrew B., Kinzer, Sean, Manasi, Susmita Dey, Sapatnekar, Sachin S., Wang, Zhiang
Today's performance analysis frameworks for deep learning accelerators suffer from two significant limitations. First, although modern convolutional neural network (CNNs) consist of many types of layers other than convolution, especially during train
Externí odkaz:
http://arxiv.org/abs/2306.16767
Autor:
Supratim Sadhu1,2*, Moumita Chakraborty1, Suvendu Kumar Roy1, Amitava Mondal2 and Susmita Dey
Publikováno v:
Electronic Journal of Plant Breeding, Vol 15, Iss 3, Pp 660-670 (2024)
Among the oilseed crops, mustard has gained precedence in the human diet due to its superior oil quality. Genotype × environment interactions have a significant effect on plant breeding because it reduces the stability of the genotypes in diverse en
Externí odkaz:
https://doaj.org/article/e04cff7d270b45be845ef4dcf5879077
Autor:
Rajat Das Gupta, Ateeb Ahmad Parray, Rohan Jay Kothadia, Orindom Shing Pulock, Susmita Dey Pinky, Shams Shabab Haider, Maxwell Akonde, Mohammad Rifat Haider
Publikováno v:
Clinical Hypertension, Vol 30, Iss 1, Pp 1-14 (2024)
Abstract Objective This study aimed to determine the association between body mass index (BMI) and abdominal obesity with hypertension among the South Asian adults (18–69 years). Methods This study utilized the nationally representative WHO STEPwis
Externí odkaz:
https://doaj.org/article/52e9b61965064ea1b5e5c35542214672
Autor:
Orindom Shing Pulock, Mohammad Azmain Iktidar, Simanta Roy, Azaz Bin Sharif, Sreshtha Chowdhury, Susmita Dey Pinky
Publikováno v:
BMJ Neurology Open, Vol 6, Iss 1 (2024)
Background Increasing prevalence of screens among young people is a notable characteristic of the modern digital era. The study aimed to explore the prevalence and associated factors of migraine headache (MH) and tension-type headache (TTH) among Ban
Externí odkaz:
https://doaj.org/article/150640071a74442ca14375e7bee44abf
Graph neural networks (GNN) analysis engines are vital for real-world problems that use large graph models. Challenges for a GNN hardware platform include the ability to (a) host a variety of GNNs, (b) handle high sparsity in input vertex feature vec
Externí odkaz:
http://arxiv.org/abs/2105.10554
Publikováno v:
Journal of Xenobiotics, Vol 13, Iss 3, Pp 402-423 (2023)
Cytochrome P450s (CYPs) are the most prominent family of enzymes involved in NADPH- and O2-dependent hydroxylation processes throughout all spheres of life. CYPs are crucial for the detoxification of xenobiotics in plants, insects, and other organism
Externí odkaz:
https://doaj.org/article/aa613ed800ce4073b1320373fa472646
Autor:
Ashok Biswas, Susmita Dey, Aiping Xiao, Yong Deng, Ziggiju Mesenbet Birhanie, Rana Roy, Delara Akhter, Liangliang Liu, Defang Li
Publikováno v:
Chemical and Biological Technologies in Agriculture, Vol 10, Iss 1, Pp 1-18 (2023)
Abstract Background Besides fibre production, Corchorus olitorius is considered a nutritional and medicinal plant in traditional medicine. Its leaves possess different antioxidant compounds and display various biological properties. This study optimi
Externí odkaz:
https://doaj.org/article/ad34014a3fa74fe1a448efb8c01e0264
Autor:
Tahmidul Haque, Syed Hassan Imtiaz, Md Imran Hossain, Sazzad Hossain Khan, Md Mahfuj Alam, Zahidul Alam, S M Rokonuzzaman, Orindom Shing Pulock, Susmita Dey Pinky, Ataul Karim Arbi, Haroon Bin Murshid, Nusrat Homaira, Md Zakiul Hassan
Publikováno v:
PLoS ONE, Vol 19, Iss 5, p e0304582 (2024)
BackgroundAntimicrobial resistance (AMR) is a major global public health crisis and around the last decade, newspapers were one of the main sources of public dissemination of information for so. This study highlights how Bangladeshi mainstream newspa
Externí odkaz:
https://doaj.org/article/d4e0267b301540398e092cbb28a335a3
Publikováno v:
IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 28, no. 8, pp. 1844-1857, Aug. 2020
Data processing on convolutional neural networks (CNNs) places a heavy burden on energy-constrained mobile platforms. This work optimizes energy on a mobile client by partitioning CNN computations between in situ processing on the client and offloade
Externí odkaz:
http://arxiv.org/abs/1905.05011