4 papers
Hierarchic-EEG2Text: Assessing EEG-To-Text Decoding across Hierarchical Abstraction Levels
Anupam Sharma, Harish Katti, Prajwal Singh +2
An electroencephalogram (EEG) records the spatially averaged electrical activity of neurons in the brain, measured from the human scalp. Prior studies have explored EEG-based class…
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models
Sujith Vemishetty, Advitiya Arora, Anupama Sharma
The advancements in the domain of LLMs in recent years have surprised many, showcasing their remarkable capabilities and diverse applications. Their potential applications in vario…
Beyond Reconstruction: What EEG-to-Video Decoding Actually Recovers
Prajwal Singh, Anupam Sharma, Pankaj Pandey +2
Reconstructing dynamic visual stimuli from EEG recordings is challenging due to the noisy, non-stationary nature of EEG signals and the limited availability of EEG-video datasets.…
Evaluating Fast Adaptability of Neural Networks for Brain-Computer Interface
Anupam Sharma, Krishna Miyapuram
Electroencephalography (EEG) classification is a versatile and portable technique for building non-invasive Brain-computer Interfaces (BCI). However, the classifiers that decode co…