Zobrazeno 1 - 10
of 576
pro vyhledávání: '"P., SANKARALINGAM"'
GEneral Matrix Multiply (GEMM) is a central operation in deep learning and corresponds to the largest chunk of the compute footprint. Therefore, improving its efficiency is an active topic of ongoing research. A popular strategy is the use of low bit
Externí odkaz:
http://arxiv.org/abs/2403.07339
While GPU clusters are the de facto choice for training large deep neural network (DNN) models today, several reasons including ease of workflow, security and cost have led to efforts investigating whether CPUs may be viable for inference in routine
Externí odkaz:
http://arxiv.org/abs/2403.07221
Motivated by the end of Moore's Law and Dennard Scaling which necessitate architectural efficiency as the means for improved capability for the next decade or two, this paper introduces a new data-rich paradigm of chip design for the semi-conductor i
Externí odkaz:
http://arxiv.org/abs/2312.13428
Autor:
Sathya Aravind, Arumugam Velan, Balakrishnan Arthi, Subramanian Kahlil, Annamalai Gayathri, Venkateswaran Sankaralingam Thirupathy, Ponnurangam Ramesh, Kuppusamy Maheshkumar
Publikováno v:
Open Health, Vol 5, Iss 1, Pp 1-13 (2024)
Surya Nadi Pranayama is a yogic breathing technique that involves controlled breathing through the right nostril. The study aims to evaluate the effects of the 20-min practice of Surya Nadi pranayama (4 weeks) on cognition among schoolchildren, compa
Externí odkaz:
https://doaj.org/article/661291d173d8471fb4865a21b1928677
Autor:
Arumugam Velan, Balakrishnan Arthi, Annamalai Gayathri, Venkateswaran Sankaralingam Thirupathy, Kuppusamy Maheshkumar
Publikováno v:
Open Health, Vol 5, Iss 1, Pp 56-67 (2024)
Kaki Mudra is a yogic gesture that involves nasikagara drishti focusing on the nose tip without the eyes blinking and pursing the lips, which form beaks during inhalation, and exhaling slowly through the nose. However, there is a lack of evidence on
Externí odkaz:
https://doaj.org/article/d00c9698ed34496baca8dec6a867b881
Publikováno v:
Journal of Veterinary and Animal Sciences, Vol 55, Iss 1, Pp 212-216 (2024)
Externí odkaz:
https://doaj.org/article/789f77eaaf5c4e54b4eaa2d41d2aaede
Autor:
Anuradha Rajamanickam, Nathella Pavan Kumar, Aishwarya Venkataraman, Poovazhagi Varadarjan, Elilarasi Selladurai, Thangavelu Sankaralingam, Kannan Thiruvengadam, Ramya Selvam, Akshith Thimmaiah, Suresh Natarajan, Ganesh Ramaswamy, Sulochana Putlibai, Kalaimaran Sadasivam, Balasubramanian Sundaram, Syed Hissar, Uma Devi Ranganathan, Subash Babu
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Multisystem Inflammatory Syndrome in Children (MIS-C) is a rare manifestation of Severe Acute Respiratory Syndrome-CoronaVirus-2 (SARS-CoV-2) infection that can result in increased morbidity and mortality. Mounting evidence describes sex dis
Externí odkaz:
https://doaj.org/article/a68e8f2ee185453aa816d78809b26f41
Violet: Architecturally Exposed Orchestration, Movement, and Placement for Generalized Deep Learning
Deep learning and hardware for it has garnered immense academic and industry interest in the past 5 years, with many novel proposals. However, the state-of-art remains NVIDIA's TensorCore-based systems that provide top-of-line performance and coverag
Externí odkaz:
http://arxiv.org/abs/2112.02204
Autor:
Abhishek Mishra, Arshad Khan, Vipul Kumar Singh, Emily Glyde, Sankaralingam Saikolappan, Omar Garnica, Kishore Das, Raja Veerapandian, Subramanian Dhandayuthapani, Chinnaswamy Jagannath
Publikováno v:
Frontiers in Immunology, Vol 15 (2024)
Tuberculosis (TB) remains a significant global health challenge, with approximately 1.5 million deaths per year. The Bacillus Calmette-Guérin (BCG) vaccine against TB is used in infants but shows variable protection. Here, we introduce a novel appro
Externí odkaz:
https://doaj.org/article/50fe6729025b4050bf607384e5c03d58
Publikováno v:
Frontiers in Immunology, Vol 15 (2024)
Externí odkaz:
https://doaj.org/article/d529d0b4d20e40ad8afacd2ccd282e15