Results 111 to 120 of about 83,262 (269)

ADVANCING TRAFFIC SAFETY THROUGH CAPRNN: A HYBRID CAPSULE-RECURRENT NEURAL NETWORK FOR ACCIDENT FORECASTING

Mağallaẗ Al-kūfaẗ Al-handasiyyaẗ
One of the primary causes of death globally has been traffic accidents involving vehicles on public roads. To address this issue, we introduce Capsule Recurrent Neural Network (CapRNN), a new deep learning architecture designed specifically to improve ...
Rahul Verma, Madan Mohan Agarwal
doaj   +1 more source

CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces

, 2018
In this paper, we formalize the idea behind capsule nets of using a capsule vector rather than a neuron activation to predict the label of samples.
Edraki, Marzieh, Qi, Guo-Jun, Zhang, Liheng   +2 more
core  

Smart, Bio‐Inspired Polymers and Bio‐Based Molecules Modified by Zwitterionic Motifs to Design Next‐Generation Materials for Medical Applications

Advanced Functional Materials, EarlyView.
Bio‐based and (semi‐)synthetic zwitterion‐modified novel materials and fully synthetic next‐generation alternatives show the importance of material design for different biomedical applications. The zwitterionic character affects the physiochemical behavior of the material and deepens the understanding of chemical interaction mechanisms within the ...
Theresa M. Lutz, Jonas De Breuck, Sahar Salehi, Meike N. Leiske   +3 more
wiley   +1 more source

Traffic Monitoring and Control System for Smart City Pollution Regulation Using IoT and Correlated Capsule Networks

IEEE Access
Organizational vehicle density management and automated interventions without humans are gaining traction with traffic monitoring and control systems based on the Internet of Things (IoT).
Ali Mohd Ali, Ahmad Al-Qerem, Mohammad R. Hassan, Ahmed Abu-Khadrah, Muath Jarrah   +4 more
doaj   +1 more source

MOFs and COFs in Electronics: Bridging the Gap between Intrinsic Properties and Measured Performance

Advanced Functional Materials, EarlyView.
Metal‐organic frameworks (MOFs) and covalent organic frameworks (COFs) hold promise for advanced electronics. However, discrepancies in reported electrical conductivities highlight the importance of measurement methodologies. This review explores intrinsic charge transport mechanisms and extrinsic factors influencing performance, and critically ...
Jonas F. Pöhls, R. Thomas Weitz
wiley   +1 more source

3D Capsule Networks for Brain Image Segmentation. [PDF]

AJNR Am J Neuroradiol, 2023
Avesta A, Hui Y, Aboian M, Duncan J, Krumholz HM, Aneja S.   +5 more
europepmc   +1 more source

Emergent Spin‐Glass Behavior in an Iron(II)‐Based Metal–Organic Framework Glass

Advanced Functional Materials, EarlyView.
A one‐pot, solvent‐free synthesis yields an Fe2+‐based metal‐organic framework (MOF) glass featuring a continuous random network structure. The material exhibits spin‐glass freezing at 14 K, driven by topological‐disorder and short‐range magnetic frustration, showcasing the potential of MOF glasses as a plattform for cooperative magnetic phenomena in ...
Chinmoy Das, Soma Salamon, Joachim Landers, Jan‐Benedikt Weiß, Wen‐Long Xue, Pascal Kolodzeiski, Roman Pallach, Heiko Wende, Sebastian Henke   +8 more
wiley   +1 more source

Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification

, 2019
Image classification is a challenging problem which aims to identify the category of object in the image. In recent years, deep Convolutional Neural Networks (CNNs) have been applied to handle this task, and impressive improvement has been achieved ...
Lu, Hong, Ren, Hao, Su, Jianlin
core  

PEDOT‐Based Eutectogel Electrode Arrays for Enhanced High‐Resolution Electrogastrography: Fabrication, Stability, and Wearable Performance

Advanced Functional Materials, EarlyView.
Here, we present a high‐density PEDOT eutectogel electrode array for enhanced body surface gastric mapping. Silver electrodes are blade‐coated onto flexible substrates, followed by electrogelation of PEDOT:PSS and the deposition of a PEDOT:LS eutectogel.
Christopher Slaughter, Luke Gatecliff, Xudong Tao, Ruben Ruiz‐Mateos Serrano, Amy T. Jin, Matias L. Picchio, Daniele Mantione, Antonio Dominguez‐Alfaro, George G. Malliaras   +8 more
wiley   +1 more source

A Deep Learning Model Based on Capsule Networks for COVID Diagnostics through X-ray Images. [PDF]

Diagnostics (Basel), 2023
Rangel G, Cuevas-Tello JC, Rivera M, Renteria O.   +3 more
europepmc   +1 more source