Incremental learning algorithm for dynamic evolution of domain specific vocabulary with its stability and plasticity analysis. [PDF]
Jain M +4 more
europepmc +1 more source
This study identifies a unique physical signature of colorectal cancer in younger adults: their tissues are mechanically stiffer than those in older patients with the same cancer. Furthermore, stromal remodeling in early‐onset colorectal cancer promotes epithelial mechanotransduction and proliferation, showing how mechanical alterations in the tissue ...
Nicole C. Huning +18 more
wiley +1 more source
Meta-learning for real-world class incremental learning: a transformer-based approach. [PDF]
Kumar S +5 more
europepmc +1 more source
Active Force Dynamics in Red Blood Cells Under Non‐Invasive Optical Tweezers
A non‐invasive method combines low‐power optical tweezers with high‐speed microscopy to simultaneously monitor local membrane forces and displacements in single human red blood cells. This dual‐channel approach reveals a mechano‐dynamic signature that correlates the cell's metabolic state with its mechanical activity. This energetic framework serves as
Arnau Dorn +5 more
wiley +1 more source
Incremental learning of humanoid robot behavior from natural interaction and large language models. [PDF]
Bärmann L +5 more
europepmc +1 more source
Stretchable Curvature Sensors for Motion Capture with Bending‐Stretching Coupling Deformation
Stretchable curvature sensors based on a wavy symmetric stacked‐layer structure (WSSLS) enable decoupled bending‐stretching detection with high linearity, repeatability, and durability. Integrated into smart gloves, the sensors achieved precise motion capture and human‐robot interaction, with slip‐simulation tests demonstrating a remarkable 93.6 ...
Tairan Wang +9 more
wiley +1 more source
PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning [PDF]
Fei Zhu +3 more
openalex +1 more source
AI‐Directed 3D Printing of Hierarchical Polyurethane Foams
Digitally guided direct ink writing, combined with AI‐generated design, enables the fabrication of hierarchical polyurethane foams with tunable multiscale porosity. This approach produces architected foams featuring interconnected open‐cell networks and tailored mechanical properties, advancing the development of adaptive, high‐performance materials ...
Dhanush Patil +15 more
wiley +1 more source
Replay-Based Incremental Learning Framework for Gesture Recognition Overcoming the Time-Varying Characteristics of sEMG Signals. [PDF]
Zhang X +5 more
europepmc +1 more source

