Publications (19)
Divergence Framework for EEG based Multiclass Motor Imagery Brain Computer Interface
Satyam Kumar, Tharun Kumar Reddy, Laxmidhar Behera
Similar to most of the real world data, the ubiquitous presence of non-stationarities in the EEG signals significantly perturb the feature distribution thus deteriorating the perfo…
Forge-UGC: FX optimization and register-graph engine for universal graph compiler
Satyam Kumar, Saurabh Jha
We present Forge-UGC (FX Optimization and Register-Graph Engine for Universal Graph Compilation), a four-phase compiler for transformer deployment on heterogeneous accelerator hard…
Characterizing the onset and offset of motor imagery during passive arm movements induced by an upper-body exoskeleton
Kanishka Mitra, Frigyes Samuel Racz, Satyam Kumar +2
Two distinct technologies have gained attention lately due to their prospects for motor rehabilitation: robotics and brain-machine interfaces (BMIs). Harnessing their combined effo…
CR3G: Causal Reasoning for Patient-Centric Explanations in Radiology Report Generation
Satyam Kumar
Automatic chest X-ray report generation is an important area of research aimed at improving diagnostic accuracy and helping doctors make faster decisions. Current AI models are goo…
Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness
Satyam Kumar, Sai Srujana Buddi, Utkarsh Oggy Sarawgi +6
Voice activity detection (VAD) is a critical component in various applications such as speech recognition, speech enhancement, and hands-free communication systems. With the increa…
Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm
Satyam Kumar, Vadlamani Ravi
The most difficult task in machine learning is to interpret trained shallow neural networks. Deep neural networks (DNNs) provide impressive results on a larger number of tasks, but…