Decoding of brain activity with machine learning has enabled the reconstruction of thoughts, memories and dreams. In this study, we designed a methodology for reconstructing visual stimuli (digits) from human brain ac...
详细信息
Antimicrobial resistance (AMR) is one of the significant problems in the health sector and requires resources to create and develop accurate forecasting systems capable of recognizing resistant microbes and their trea...
详细信息
Hyperspectral image(HSI) denoising addresses noise impact during image acquisition. Transformers have gained notable prominence in the field of denoising, but their quadratic self-attention complexity poses computatio...
详细信息
To study the construction efficiency of the drilling mechanism in different sizes and different construction materials, based on the bending moment theory of the drilling mechanism, the kinematics and dynamics of the ...
Email spam remains a pervasive and escalating challenge that poses serious inconveniences, security vulnerabilities, and productivity obstacles for global users. Hence, it is crucially imperative to create more precis...
详细信息
The identification of environmental pollution remains to be a significant issue, as conventional technologies lack scalability and flexibility to dynamic, real-time situations. This study presents an IoT-enabled hybri...
详细信息
Accurately bounding the worst-case execution time (WCET) is crucial for efficient real-time system design. Precisely analyzing whether a memory reference results in a cache miss or a cache hit significantly impac...
详细信息
Multiple Sclerosis (MS) is a chronic autoimmune disease that affects the central nervous system. Nerves are covered by a layer called myelin, which is responsible for protecting and maintaining their functionality. In...
详细信息
Emotions play a critical role in human understanding and interpersonal communication. Deciphering emotions from text and audio sources presents significant challenges in Affective Computing and Human-computer Interact...
详细信息
ISBN:
(纸本)9783031782374;9783031782381
Emotions play a critical role in human understanding and interpersonal communication. Deciphering emotions from text and audio sources presents significant challenges in Affective Computing and Human-computer Interaction. The challenge intensifies for those with hearing or speech impairments, necessitating accessible technologies. Our study proposes a new approach, employing advanced AI to tackle text and audio data emotion recognition complexities. This approach directly caters to the unique needs of deaf and speech-impaired communities, striving to enhance the accuracy of emotion recognition and understanding. Our study innovates by integrating text and audio features via the CMU-Multimodal Opinion Sentiment and Emotion Intensity CMU-MOSI dataset, employing t-distributed Stochastic Neighbor Embedding (t-SNE) visualizations for comprehensive feature representation. This fusion approach aims to boost emotion detection accuracy by harnessing more information from each modality. Using CA-GNNs for classification, our method leverages the combined feature set for accurate emotion identification, thereby enhancing model effectiveness.
The characteristics of the welding heat source, the morphology of the molten pool, the formation mechanism of the weld, and the amount of heat input have an important and direct influence on the welding quality and pe...
详细信息
The characteristics of the welding heat source, the morphology of the molten pool, the formation mechanism of the weld, and the amount of heat input have an important and direct influence on the welding quality and performance of the joint. At present, the empirical curve that depends on the experimental results or the calculation formula of statistics cannot comprehensively evaluate the impact of welding on the mechanical properties of the whole structure. Therefore, this research is based on the finite element analysis technique of Simufact Welding software and analyzes the evolution of the temperature field, stress field, and the deformation of the residual stress in the welding process, and provides a powerful tool and a lot of support for welding technology. The aim of the study is to develop an accurate numerical simulation method for the weld temperature field and a dynamic simulation analysis system for the weld stress field and deformation. 2025 Published under licence by IOP Publishing Ltd.
暂无评论