Continual Learning for Multimodal Data Fusion of a Soft Gripper
Advanced Robotics Research, EarlyView.Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley +1 more source
Extended fear learning enhances excitatory and inhibitory synaptic transmission onto amygdala engram cells. [PDF]
Nat CommunDaphne D +5 more
europepmc +1 more source
Interoception in Fear Learning and Posttraumatic Stress Disorder.
Focus (Am Psychiatr Publ), 2023 Joshi SA, Aupperle RL, Khalsa SS.
europepmc +1 more source
Multimodal Engagement Assessment in Children During Invented Story Paradigm With a Social Robot
Advanced Robotics Research, EarlyView.A multimodal framework is proposed to assess children's engagement during storytelling interactions with a social robot. Gaze, physiological, and behavioral data are combined and validated against observer ratings. An automated gaze‐labeling strategy is introduced, and supervised classifiers achieve high accuracy. The study supports scalable engagement
Laura Fiorini +7 more
wiley +1 more source
The representational instability in the generalization of fear learning. [PDF]
NPJ Sci LearnYu K +3 more
europepmc +1 more source
Advanced Robotics Research, EarlyView.This study explores how information processing is distributed between brains and bodies through a codesign approach. Using the “backpropagation through soft body” framework, brain–body coupling agents are developed and analyzed across several tasks in which output is generated through the agents’ physical dynamics.
Hiroki Tomioka +3 more
wiley +1 more source
Are Fear Learning Processes Altered in Obsessive-Compulsive Disorder, Social Anxiety, and Specific Phobia? Insights From the Late Positive Potential, Fear-Potentiated Startle, and Ratings. [PDF]
PsychophysiologySobania KM +5 more
europepmc +1 more source
Advanced Robotics Research, EarlyView.An enhanced universal gripper combining rigid mechanics with self‐adaptable fingers is presented for industrial automation. The novel six‐bar linkage with integrated compliant pad eliminates mechanical interference while enabling passive shape adaptation.
Muhammad Usman Khalid +7 more
wiley +1 more source
Fear learning and generalization in youth with early-stage transdiagnostic psychiatric symptoms and the impact of acute exercise. [PDF]
Front PsychiatryJennen L +6 more
europepmc +1 more source
Advanced Robotics Research, EarlyView.Here, we present a textile, wearable capacitive interface enabling multidirectional remote control by dynamically modulating electrode overlap and spacing via a freely gliding upper electrode. A forearm‐mounted prototype drives robotic and media tasks with 12–15 ms latency, maintains < 0.8% drift after 500 cycles, and remains stably functional at 90 ...
Cagatay Gumus +8 more
wiley +1 more source