Equilibrium Propagation for Dissipative Dynamics
This work develops local learning rules for damped linear dynamical systems, including mechanical structures and resistor‐inductor‐capacitor (RLC) circuits, by leveraging an effective action formulation. It demonstrates how physical systems can autonomously compute gradients and learn temporal patterns, enabling applications such as sound ...
Marc Berneman, Daniel Hexner
wiley +1 more source
Assessing the effects of botulinum toxin therapy for spasmodic dysphonia: An Austria-Germany registry. [PDF]
Schneider-Stickler B +5 more
europepmc +1 more source
Vision‐Based Handover and Organization of Robotic Scrub Nurse for Seamless Surgical Flow
This study presents a pose estimation‐based robotic scrub nurse (PERSN) that assists surgical procedures by estimating the surgeon's hand position, orientation, and grasping state, along with the constraint‐based 6D pose of surgical instruments. User evaluations show that PERSN provides greater immediate usability and reduces physical demand compared ...
Seongjoon Kang +9 more
wiley +1 more source
Speech Intelligibility in Speakers With Adductor Laryngeal Dystonia. [PDF]
Duque T +6 more
europepmc +1 more source
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent. [PDF]
Spiegler P, Harirpoush A, Xiao Y.
europepmc +1 more source
Using voice and speech data in healthcare: a scoping review of the ethical, legal and social implications. [PDF]
Malo MF +5 more
europepmc +1 more source
Navigating life after laryngectomy: a qualitative study on adjustment and distress in the first 6 months following surgery. [PDF]
Chapman P, Galvin K, Blyth K, Skeat J.
europepmc +1 more source
Anatomical localization and resection of a refractory epileptic focus in the right supplementary motor area/presupplementary motor area using augmented reality: illustrative case. [PDF]
Kalistratova VS +6 more
europepmc +1 more source

