4 citations · 7 across the 8 of their papers we have counts for
3 papers · 1 filter
Free-RBF-KAN: Kolmogorov-Arnold Networks with Adaptive Radial Basis Functions for Efficient Function Learning
Shao-Ting Chiu, Siu Wun Cheung, Ulisses Braga-Neto +2
Kolmogorov-Arnold Networks (KANs) offer a promising framework for approximating complex nonlinear functions, yet the original B-spline formulation suffers from significant computat…
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…
Neural Embedding for Physical Manipulations
Lingzhi Zhang, Andong Cao, Rui Li +1
In common real-world robotic operations, action and state spaces can be vast and sometimes unknown, and observations are often relatively sparse. How do we learn the full topology…