output
20042026
most citedEEG based Emotion Recognition: A Tutorial and Review

484 citations

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5 papers · 1 filter

cs.LG2024★ 3 cited

Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG

Shivraj Singh Bhatti, Aryan Yadav, Mitali Monga +1

The classification of harmful brain activities, such as seizures and periodic discharges, play a vital role in neurocritical care, enabling timely diagnosis and intervention. Elect…

cs.LG2021★ 2 cited

Recent Trends in Artificial Intelligence-inspired Electronic Thermal Management

Aviral Chharia, Nishi Mehta, Shivam Gupta +1

The rise of computation-based methods in thermal management has gained immense attention in recent years due to the ability of deep learning to solve complex 'physics' problems, wh…

cs.LG2021

Entropy optimized semi-supervised decomposed vector-quantized variational autoencoder model based on transfer learning for multiclass text classification and generation

Shivani Malhotra, Vinay Kumar, Alpana Agarwal

Semisupervised text classification has become a major focus of research over the past few years. Hitherto, most of the research has been based on supervised learning, but its main…

cs.LG2021★ 31 cited

Multistep traffic speed prediction: A deep learning based approach using latent space mapping considering spatio-temporal dependencies

Shatrughan Modi, Jhilik Bhattacharya, Prasenjit Basak

Traffic management in a city has become a major problem due to the increasing number of vehicles on roads. Intelligent Transportation System (ITS) can help the city traffic manager…

cs.LG2021★ 17 cited

Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge

Ashish Rana, Avleen Malhi

Simulation environments are good for learning different driving tasks like lane changing, parking or handling intersections etc. in an abstract manner. However, these simulation en…