Ecoefficiency Analysis and Regression in Data Conversion for Spiking Neural Network Training
The environmental footprint of spiking neural networks is quantified during dataset encoding and training for autonomous driving regression across three benchmarks. Temporal depth emerges as the dominant driver of energy consumption and CO2 emissions, while the accuracy–energy trade‐off proves dataset‐dependent. On conventional hardware, spiking models
Fernando S. Martínez +3 more
wiley +1 more source
GAMPoint: Geometry-augmented vision transformer with a multimodal-ready interface for 3D point-cloud segmentation. [PDF]
Mu X, He X, Huang Z, Liu T.
europepmc +1 more source
Designing Wire Mazes for Replicating Natural Echoes to Study Bat Biosonar Function
A validated framework combining efficient physical modeling (multiple scattering model) and deep learning is presented to guide wire‐maze design for bat biosonar studies. This approach rapidly generates large datasets to test acoustic distinguishability among wire arrangements.
Chunlin Jia +3 more
wiley +1 more source
DRG-LiteStar-YOLO: Reliability-Guided Pseudo-Depth Fusion for Dairy Goat Detection in Complex Barns. [PDF]
Zhang Y, Wang K, Yang Y, Geng N.
europepmc +1 more source
This project, SOM/RGB, begins with a central artistic question: how to elevate the symbiotic experience of a live audiovisual concert with contemporary technology? Structured as an artistic creation project, its primary objective is artistic conception culminating in the realization of a final performance, with this report serving as documentation of ...
openaire +1 more source
\mu-rgb-continuous, \mu-rgb-closed and \mu-rgb-open functions in a generalized topological space
Fritzie Mae Vasquez Valenzuela +1 more
openaire +1 more source
Multirobot Aerial Soft Manipulator for Floating Litter Collection
A multirobot aerial manipulator enables autonomous floating litter collection by controlling the shape of a flexible rope equipped with a hook‐based tool. Adaptive rope‐shape planning enhances grasping performance while reducing tension, demonstrating the potential of aerial robots for floating litter removal. Removing floating litter from water bodies
Antonio González‐Morgado +8 more
wiley +1 more source
Structure-Prior-Guided Multi-Stage Cross-Modal Collaborative Network for RGB-D Semantic Segmentation. [PDF]
Yu Y, Zhong Z, Min F, Deng S.
europepmc +1 more source
A two‐terminal IGZO memtransistor enabling low‐voltage operation is demonstrated through coupling enhancement. By utilizing drain‐induced Fowler–Nordheim tunneling, the device achieves programming below 10 V with a large memory window and high on/off ratio.
Junhyeong Park +5 more
wiley +1 more source
Multi-source UAV remote sensing for cotton Verticillium wilt resistance grading using TPAC-Net. [PDF]
Luo H +9 more
europepmc +1 more source

