Results 321 to 330 of about 2,031,469 (352)
Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation
, 2017 Chunqi Wang, Bo Xu
openalex +2 more sources
Bioinspired Tactile Object Identification Leveraging Deep Learning and Soft Body Compliance
Advanced Intelligent Systems, EarlyView.Herein, it is demonstrated that a soft robotic hand, integrated with low‐resolution tactile sensors, can effectively identify a variety of objects with high accuracy by combining multi‐grasp information. Central to this approach is the development of ROSE‐Net, a specialized neural network designed to harness the data from multiple grasps.
Oliver Shorthose +3 more
wiley +1 more source
Knowledge Distillation‐Based Zero‐Shot Learning for Process Fault Diagnosis
Advanced Intelligent Systems, EarlyView.Process and image data are equivalent with the teacher model pretrained on image data. Knowledge distillation transfers normal condition data to the student model. When an unknown fault occurs, differences between the teacher and student models are quantified via gradients to isolate the fault. Data‐driven deep learning is effective in diagnosing known
Yi Liu, Jiajun Huang, Mingwei Jia
wiley +1 more source
A Comparative Study of Word Embeddings for Reading Comprehension
, 2017 Bhuwan Dhingra +3 more
openalex +2 more sources
Fairness in Federated Learning: Trends, Challenges, and Opportunities
Advanced Intelligent Systems, EarlyView.This survey delves into the intricate issues pertinent to fairness in federated learning , where various biasing factors can skew model performance. By systematically analyzing fairness‐aware strategies, evaluation metrics, and future directions, this work identifies pivotal research gaps in existing approaches and sheds light on both challenges and ...
Noorain Mukhtiar +2 more
wiley +1 more source
Advanced Intelligent Systems, EarlyView.This article presents a developed methodology to achieve robust tactile perception with spatially designed electronic skin (e‐skin) utilizing laser‐induced graphene (LIG). To enhance LIG‐based e‐skin, the fabrication of the e‐skin is simplified and advanced decoding algorithms are employed, effectively circumventing several intrinsic issues of ...
Gyeonghwa Heo +4 more
wiley +1 more source
Advanced Intelligent Systems, EarlyView.Image classification plays a pivotal role in biomedical image analysis. Herein, it is shown that large multimodal models, such as GPT‐4, achieve superior performance in one‐shot learning, generalization, interpretability, and text‐driven image classification. Applications span tissue, cell type, cellular state, and disease classification, outperforming
Wenpin Hou +4 more
wiley +1 more source
Magnetic Skin for Voice Disorders with Real‐Time Lip Translation
Advanced Intelligent Systems, EarlyView.Soüti, a novel wearable technology combining flexible, biocompatible magnetic skin patches with a convolutional neural network to translate lip movements into speech with 92.54% accuracy. This innovative approach enhances therapeutic options for speech impairments and democratizes access to advanced healthcare technologies, particularly benefiting ...
Montserrat Ramirez‐De Angel +6 more
wiley +1 more source
Applied Artificial Intelligence in Materials Science and Material Design
Advanced Intelligent Systems, EarlyView.AI‐driven methods are transforming materials science by accelerating material discovery, design, and analysis, leveraging large datasets to enhance predictive modeling and streamline experimental techniques. This review highlights advancements in AI applications across spectroscopy, microscopy, and molecular design, enabling efficient material ...
Emigdio Chávez‐Angel +7 more
wiley +1 more source