AIMC Topic: Recognition, Psychology

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Resolving the neural mechanism of core object recognition in space and time: A computational approach.

Neuroscience research Dec 9, 2022
The underlying mechanism of object recognition- a fundamental brain ability- has been investigated in various studies. However, balancing between the speed and accuracy of recognition is less explored. Most of the computational models of object recog...
Brain Visual Perception Pattern Recognition, Visual Recognition, Psychology Humans Neural Networks, Computer
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Automatic Recognition of Road Damage Based on Lightweight Attentional Convolutional Neural Network.

Sensors (Basel, Switzerland) Dec 7, 2022
An efficient road damage detection system can reduce the risk of road defects to motorists and road maintenance costs to traffic management authorities, for which a lightweight end-to-end road damage detection network is proposed in this paper, aimin...
Neural Networks, Computer Algorithms Recognition, Psychology
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LPAI-A Complete AIoT Framework Based on LPWAN Applicable to Acoustic Scene Classification Scenarios.

Sensors (Basel, Switzerland) Dec 2, 2022
Deploying artificial intelligence on edge nodes of Low-Power Wide Area Networks can significantly reduce network transmission volumes, event response latency, and overall network power consumption. However, the edge nodes in LPWAN bear limited comput...
Computer Simulation Animals Artificial Intelligence Reaction Time Recognition, Psychology Acoustics Ursidae
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Position-Aware Participation-Contributed Temporal Dynamic Model for Group Activity Recognition.

IEEE transactions on neural networks and learning systems Nov 30, 2022
Group activity recognition (GAR) aiming at understanding the behavior of a group of people in a video clip has received increasing attention recently. Nevertheless, most of the existing solutions ignore that not all the persons contribute to the grou...
Neural Networks, Computer Attention Humans Motion Perception Recognition, Psychology
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Applying Self-Supervised Representation Learning for Emotion Recognition Using Physiological Signals.

Sensors (Basel, Switzerland) Nov 23, 2022
The use of machine learning (ML) techniques in affective computing applications focuses on improving the user experience in emotion recognition. The collection of input data (e.g., physiological signals), together with expert annotations are part of ...
Machine Learning Algorithms Humans Neural Networks, Computer Emotions Recognition, Psychology
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MSFF-Net: Multi-Stream Feature Fusion Network for surface electromyography gesture recognition.

PloS one Nov 7, 2022
In the field of surface electromyography (sEMG) gesture recognition, how to improve recognition accuracy has been a research hotspot. The rapid development of deep learning provides a new solution to this problem. At present, the main applications of...
Gestures Hand Algorithms Recognition, Psychology Electromyography Electrodes Humans Neural Networks, Computer
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Arabic Syntactic Diacritics Restoration Using BERT Models.

Computational intelligence and neuroscience Oct 30, 2022
The Arabic syntactic diacritics restoration problem is often solved using long short-term memory (LSTM) networks. Handcrafted features are used to augment these LSTM networks or taggers to improve performance. A transformer-based machine learning tec...
Natural Language Processing Recognition, Psychology Machine Learning Language Neural Networks, Computer
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Developmental Network-2: The Autonomous Generation of Optimal Internal-Representation Hierarchy.

IEEE transactions on neural networks and learning systems Oct 27, 2022
It is very challenging for machine learning methods to reach the goal of general-purpose learning since there are so many complicated situations in different tasks. The learning methods need to generate flexible internal representations for all scena...
Neural Networks, Computer Machine Learning Neurons Recognition, Psychology
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Improved Feature Parameter Extraction from Speech Signals Using Machine Learning Algorithm.

Sensors (Basel, Switzerland) Oct 24, 2022
Speech recognition refers to the capability of software or hardware to receive a speech signal, identify the speaker's features in the speech signal, and recognize the speaker thereafter. In general, the speech recognition process involves three main...
Machine Learning Recognition, Psychology Speech Acoustics Algorithms
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A Parallel Spiking Neural Network Based on Adaptive Lateral Inhibition Mechanism for Objective Recognition.

Computational intelligence and neuroscience Oct 13, 2022
Spiking neural network (SNN) has attracted extensive attention in the field of machine learning because of its biological interpretability and low power consumption. However, the accuracy of pattern recognition cannot completely surpass deep neural n...
Breast Neoplasms Neurons Recognition, Psychology Algorithms Female Neural Networks, Computer Humans
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