AIMC Topic: Recognition, Psychology

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Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition.

Neural networks : the official journal of the International Neural Network Society Jul 20, 2023
Event-based visual, a new visual paradigm with bio-inspired dynamic perception and μs level temporal resolution, has prominent advantages in many specific visual scenarios and gained much research interest. Spiking neural network (SNN) is naturally s...
Action Potentials Neurons Neural Networks, Computer Time Perception Recognition, Psychology
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Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals.

Scientific reports Jul 7, 2023
Designing efficient and labor-saving prosthetic hands requires powerful hand gesture recognition algorithms that can achieve high accuracy with limited complexity and latency. In this context, the paper proposes a Compact Transformer-based Hand Gestu...
Neural Networks, Computer Algorithms Humans Electromyography Recognition, Psychology Hand Gestures
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Enhanced regularization for on-chip training using analog and temporary memory weights.

Neural networks : the official journal of the International Neural Network Society Jul 5, 2023
In-memory computing techniques are used to accelerate artificial neural network (ANN) training and inference tasks. Memory technology and architectural innovations allow efficient matrix-vector multiplications, gradient calculations, and updates to n...
Learning Neural Networks, Computer Algorithms Recognition, Psychology Cognition
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TCGAN: Convolutional Generative Adversarial Network for time series classification and clustering.

Neural networks : the official journal of the International Neural Network Society Jun 30, 2023
Recent works have demonstrated the superiority of supervised Convolutional Neural Networks (CNNs) in learning hierarchical representations from time series data for successful classification. These methods require sufficiently large labeled data for ...
Knowledge Recognition, Psychology Neural Networks, Computer Cluster Analysis Time Factors
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FCAN-XGBoost: A Novel Hybrid Model for EEG Emotion Recognition.

Sensors (Basel, Switzerland) Jun 17, 2023
In recent years, artificial intelligence (AI) technology has promoted the development of electroencephalogram (EEG) emotion recognition. However, existing methods often overlook the computational cost of EEG emotion recognition, and there is still ro...
Algorithms Artificial Intelligence Electroencephalography Emotions Recognition, Psychology
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Rock Crack Recognition Technology Based on Deep Learning.

Sensors (Basel, Switzerland) Jun 8, 2023
The changes in cracks on the surface of rock mass reflect the development of geological disasters, so cracks on the surface of rock mass are early signs of geological disasters such as landslides, collapses, and debris flows. To research geological d...
Recognition, Psychology Technology Deep Learning Disasters Geology
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Detection of Multiple Respiration Patterns Based on 1D SNN from Continuous Human Breathing Signals and the Range Classification Method for Each Respiration Pattern.

Sensors (Basel, Switzerland) Jun 1, 2023
Human respiratory information is being used as an important source of biometric information that can enable the analysis of health status in the healthcare domain. The analysis of the frequency or duration of a specific respiration pattern and the cl...
Respiratory Rate Recognition, Psychology Algorithms Respiration Neural Networks, Computer Humans
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Improving the Accuracy of Spiking Neural Networks for Radar Gesture Recognition Through Preprocessing.

IEEE transactions on neural networks and learning systems Jun 1, 2023
Event-based neural networks are currently being explored as efficient solutions for performing AI tasks at the extreme edge. To fully exploit their potential, event-based neural networks coupled to adequate preprocessing must be investigated. Within ...
Generalization, Psychological Radar Gestures Recognition, Psychology Neural Networks, Computer
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A Joint Extraction System Based on Conditional Layer Normalization for Health Monitoring.

Sensors (Basel, Switzerland) May 16, 2023
Natural language processing (NLP) technology has played a pivotal role in health monitoring as an important artificial intelligence method. As a key technology in NLP, relation triplet extraction is closely related to the performance of health monito...
Artificial Intelligence Technology Recognition, Psychology Natural Language Processing
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A Hybrid Multimodal Emotion Recognition Framework for UX Evaluation Using Generalized Mixture Functions.

Sensors (Basel, Switzerland) Apr 28, 2023
Multimodal emotion recognition has gained much traction in the field of affective computing, human-computer interaction (HCI), artificial intelligence (AI), and user experience (UX). There is growing demand to automate analysis of user emotion toward...
Recognition, Psychology Learning Artificial Intelligence Humans Electroencephalography Emotions Algorithms
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