43 citations
- Indian Institute of Science BangaloreIN5 papers
- Bangalore UniversityIN3 papers
- Poornaprajna Institute of Scientific ResearchIN3 papers
- Raman Research InstituteIN3 papers
- Indian Institute of AstrophysicsIN2 papers
- Indian Institute of Technology IndoreIN2 papers
- Indian Institute of Technology KharagpurIN2 papers
- Indian Institute of Technology MadrasIN2 papers
- Indian Statistical InstituteIN2 papers
- Jain UniversityIN2 papers
- Lehigh UniversityUS2 papers
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12 papers · 1 filter
Pharmacokinetic State Space Models for Unbiased Prediction of Haemodynamic Collapse
Rithin Nagaraj, Sudiksha Chindula, Bhaskarjyoti Das
An Intraoperative Hypotension (IOH) event is a frequent complication during administration of general anaesthesia with serious downstream consequences, yet clinical management rema…
REAct: Rational Exponential Activation for Better Learning and Generalization in PINNs
Sourav Mishra, Shreya Hallikeri, Suresh Sundaram
Physics-Informed Neural Networks (PINNs) offer a promising approach to simulating physical systems. Still, their application is limited by optimization challenges, mainly due to th…
Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks
Shyam K Sateesh, Sparsh BK, Uma D
Emotion recognition from electroencephalogram (EEG) signals is a thriving field, particularly in neuroscience and Human-Computer Interaction (HCI). This study aims to understand an…
An innovative Deep Learning Based Approach for Accurate Agricultural Crop Price Prediction
Mayank Ratan Bhardwaj, Jaydeep Pawar, Abhijnya Bhat +4
Accurate prediction of agricultural crop prices is a crucial input for decision-making by various stakeholders in agriculture: farmers, consumers, retailers, wholesalers, and the G…
A Comprehensive Study on Various Statistical Techniques for Prediction of Movie Success
Manav Agarwal, Shreya Venugopal, Rishab Kashyap +1
The film industry is one of the most popular entertainment industries and one of the biggest markets for business. Among the contributing factors to this would be the success of a…
Tom: Leveraging trend of the observed gradients for faster convergence
Anirudh Maiya, Inumella Sricharan, Anshuman Pandey +1
The success of deep learning can be attributed to various factors such as increase in computational power, large datasets, deep convolutional neural networks, optimizers etc. Parti…