1 citations · 1 across the 3 of their papers we have counts for
3 papers
eess.SP2026
Leveraging Agonistic-Antagonistic Coactivation in Single-Grid HDsEMG for Hand Gesture Recognition
Firas Darwish, Dhiyaa Al Jorf, Costanza Armanini +2
Surface Electromyography (sEMG) is critical for intention prediction in human-computer interfaces, such as for prosthetics control. Although deep learning models for Hand Gesture R…
cs.LG2025
IsoNet: Causal Analysis of Multimodal Transformers for Neuromuscular Gesture Classification
Eion Tyacke, Kunal Gupta, Jay Patel +1
Hand gestures are a primary output of the human motor system, yet the decoding of their neuromuscular signatures remains a bottleneck for basic neuroscience and assistive technolog…
cs.RO2023★ 1 cited
From Unstable Contacts to Stable Control: A Deep Learning Paradigm for HD-sEMG in Neurorobotics
Eion Tyacke, Kunal Gupta, Jay Patel +2
In the past decade, there has been significant advancement in designing wearable neural interfaces for controlling neurorobotic systems, particularly bionic limbs. These interfaces…