AIMC Topic: Recognition, Psychology
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An analysis of information segregation in parallel streams of a multi-stream convolutional neural network.
Scientific reports
Apr 20, 2024
Visual information is processed in hierarchically organized parallel streams in the primate brain. In the present study, information segregation in parallel streams was examined by constructing a convolutional neural network with parallel architectur...
A deep learning-based dynamic deformable adaptive framework for locating the root region of the dynamic flames.
PloS one
Apr 17, 2024
Traditional optical flame detectors (OFDs) in flame detection are susceptible to environmental interference, which will inevitably cause detection errors and miscalculations when confronted with a complex environment. The conventional deep learning-b...
A neurocomputational model of decision and confidence in object recognition task.
Neural networks : the official journal of the International Neural Network Society
Apr 12, 2024
How does the brain process natural visual stimuli to make a decision? Imagine driving through fog. An object looms ahead. What do you do? This decision requires not only identifying the object but also choosing an action based on your decision confid...
Emergence of Emotion Selectivity in Deep Neural Networks Trained to Recognize Visual Objects.
PLoS computational biology
Mar 28, 2024
Recent neuroimaging studies have shown that the visual cortex plays an important role in representing the affective significance of visual input. The origin of these affect-specific visual representations is debated: they are intrinsic to the visual ...
Automated detection and recognition system for chewable food items using advanced deep learning models.
Scientific reports
Mar 19, 2024
Identifying and recognizing the food on the basis of its eating sounds is a challenging task, as it plays an important role in avoiding allergic foods, providing dietary preferences to people who are restricted to a particular diet, showcasing its cu...
PAR-Net: An Enhanced Dual-Stream CNN-ESN Architecture for Human Physical Activity Recognition.
Sensors (Basel, Switzerland)
Mar 16, 2024
Physical exercise affects many facets of life, including mental health, social interaction, physical fitness, and illness prevention, among many others. Therefore, several AI-driven techniques have been developed in the literature to recognize human ...
Damage detection of road domain waveform guardrail structure based on machine learning multi-module fusion.
PloS one
Mar 15, 2024
The current highway waveform guardrail recognition technology has encountered problems with low segmentation accuracy and strong noise interference. Therefore, an improved U-net semantic segmentation model is proposed to improve the efficiency of roa...
Leveraging code-free deep learning for pill recognition in clinical settings: A multicenter, real-world study of performance across multiple platforms.
Artificial intelligence in medicine
Mar 13, 2024
BACKGROUND: Preventable patient harm, particularly medication errors, represent significant challenges in healthcare settings. Dispensing the wrong medication is often associated with mix-up of lookalike and soundalike drugs in high workload environm...
Chinese text dual attention network for aspect-level sentiment classification.
PloS one
Mar 7, 2024
English text has a clear and compact subject structure, which makes it easy to find dependency relationships between words. However, Chinese text often conveys information using situational settings, which results in loose sentence structures, and ev...
Recognition of Genetic Conditions After Learning With Images Created Using Generative Artificial Intelligence.
JAMA network open
Mar 4, 2024
IMPORTANCE: The lack of standardized genetics training in pediatrics residencies, along with a shortage of medical geneticists, necessitates innovative educational approaches.
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