Zobrazeno 1 - 10 of 109 pro vyhledávání: '"C., Vigneswaran"'
1
Report
Deep Oscillatory Neural Network
Autor: Rohan, Nurani Rajagopal, C, Vigneswaran, Ghosh, Sayan, Rajendran, Kishore, A, Gaurav, Chakravarthy, V Srinivasa
We propose a novel, brain-inspired deep neural network model known as the Deep Oscillatory Neural Network (DONN). Deep neural networks like the Recurrent Neural Networks indeed possess sequence processing capabilities but the internal states of the n
Externí odkaz: http://arxiv.org/abs/2405.03725
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2
Report
An end-to-end, interactive Deep Learning based Annotation system for cursive and print English handwritten text
Autor: Guruprasad, Pranav, S, Sujith Kumar, C, Vigneswaran, Chakravarthy, V. Srinivasa
With the surging inclination towards carrying out tasks on computational devices and digital mediums, any method that converts a task that was previously carried out manually, to a digitized version, is always welcome. Irrespective of the various doc
Externí odkaz: http://arxiv.org/abs/2304.08670
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3
Akademický článek
A generalized reinforcement learning based deep neural network agent model for diverse cognitive constructs
Autor: Sandeep Sathyanandan Nair, Vignayanandam Ravindernath Muddapu, C. Vigneswaran, Pragathi P. Balasubramani, Dhakshin S. Ramanathan, Jyoti Mishra, V. Srinivasa Chakravarthy
Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-12 (2023)
Abstract Human cognition is characterized by a wide range of capabilities including goal-oriented selective attention, distractor suppression, decision making, response inhibition, and working memory. Much research has focused on studying these indiv
Externí odkaz: https://doaj.org/article/392b379b4e414816ac3d4abd638ac091
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4
Akademický článek
Unsupervised bin-wise pre-training: A fusion of information theory and hypergraph
Autor: H., Anila Glory, C., Vigneswaran, V.S., Shankar Sriram
Publikováno v: In Knowledge-Based Systems 11 May 2020 195
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6
Akademický článek
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9
‘A Generalized Reinforcement Learning-Based Deep Neural Network (GRL-DNN) Agent Model for Diverse Cognitive Constructs
Autor: Sandeep S. Nair, Vignayanandam R. Muddapu, C Vigneswaran, Pragathi P. Balasubramani, Dhakshin S. Ramanathan, Jyoti Mishra, V. Srinivasa Chakravarthy
Human cognition is characterized by a wide range of capabilities including goal-oriented selective attention, distractor suppression, decision making, response inhibition, and working memory. Much research has focused on studying these individual com
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2fb15054fbb14bee06b6924af2536bde
https://doi.org/10.1101/2022.06.17.496500
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10
AHW-BGOA-DNN: a novel deep learning model for epileptic seizure detection
Autor: G. Hariharan, V. S. Shankar Sriram, Sujeet S. Jagtap, R. Shruthi, H. Anila Glory, C. Vigneswaran
Publikováno v: Neural Computing and Applications. 33:6065-6093
“Brain–Computer Interface” (BCI)—a real-life support system provides a way for epileptic patients to improve their quality of life. In general, epileptic seizure detection using Electroencephalogram (EEG) signals provide a significant solutio
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a64b407789da8aca7d8a5a4f59b4e7d2
https://doi.org/10.1007/s00521-020-05384-7
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