AIMC Topic: Recognition, Psychology

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Hyperrealistic neural decoding for reconstructing faces from fMRI activations via the GAN latent space.

Scientific reports Jan 7, 2022
Neural decoding can be conceptualized as the problem of mapping brain responses back to sensory stimuli via a feature space. We introduce (i) a novel experimental paradigm that uses well-controlled yet highly naturalistic stimuli with a priori known ...
Adult Male Neural Networks, Computer Brain Predictive Value of Tests Image Interpretation, Computer-Assisted Magnetic Resonance Imaging Brain Mapping Humans Visual Perception Recognition, Psychology Face Photic Stimulation
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A deep neural network model for multi-view human activity recognition.

PloS one Jan 7, 2022
Multiple cameras are used to resolve occlusion problem that often occur in single-view human activity recognition. Based on the success of learning representation with deep neural networks (DNNs), recent works have proposed DNNs models to estimate hu...
Recognition, Psychology Humans Memory Learning Human Activities Neural Networks, Computer Attention
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WiPg: Contactless Action Recognition Using Ambient Wi-Fi Signals.

Sensors (Basel, Switzerland) Jan 5, 2022
Motion recognition has a wide range of applications at present. Recently, motion recognition by analyzing the channel state information (CSI) in Wi-Fi packets has been favored by more and more scholars. Because CSI collected in the wireless signal en...
Movement Human Activities Recognition, Psychology Neural Networks, Computer Motion Humans
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Configurable Graph Reasoning for Visual Relationship Detection.

IEEE transactions on neural networks and learning systems Jan 5, 2022
Visual commonsense knowledge has received growing attention in the reasoning of long-tailed visual relationships biased in terms of object and relation labels. Most current methods typically collect and utilize external knowledge for visual relations...
Neural Networks, Computer Knowledge Recognition, Psychology Algorithms Semantics
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Multi-Stage Feature Extraction and Classification for Ship-Radiated Noise.

Sensors (Basel, Switzerland) Dec 24, 2021
Due to the complexity and unique features of the hydroacoustic channel, ship-radiated noise (SRN) detected using a passive sonar tends mostly to distort. SRN feature extraction has been proposed to improve the detected passive sonar signal. Unfortuna...
Entropy Recognition, Psychology Support Vector Machine Ships
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A Study of Two-Way Short- and Long-Term Memory Network Intelligent Computing IoT Model-Assisted Home Education Attention Mechanism.

Computational intelligence and neuroscience Dec 21, 2021
This paper analyzes and collates the research on traditional homeschooling attention mechanism and homeschooling attention mechanism based on two-way short- and long-term memory network intelligent computing IoT model and finds the superiority of two...
Memory, Long-Term Neural Networks, Computer Humans Intelligence Recognition, Psychology
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Biological convolutions improve DNN robustness to noise and generalisation.

Neural networks : the official journal of the International Neural Network Society Dec 17, 2021
Deep Convolutional Neural Networks (DNNs) have achieved superhuman accuracy on standard image classification benchmarks. Their success has reignited significant interest in their use as models of the primate visual system, bolstered by claims of thei...
Neural Networks, Computer Recognition, Psychology Visual Perception Generalization, Psychological Animals Vision, Ocular
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Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique.

Sensors (Basel, Switzerland) Dec 16, 2021
The act of writing letters or words in free space with body movements is known as air-writing. Air-writing recognition is a special case of gesture recognition in which gestures correspond to characters and digits written in the air. Air-writing, unl...
Neural Networks, Computer Writing Deep Learning Recognition, Psychology Gestures
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Food Image Recognition and Food Safety Detection Method Based on Deep Learning.

Computational intelligence and neuroscience Dec 16, 2021
With the development of machine learning, as a branch of machine learning, deep learning has been applied in many fields such as image recognition, image segmentation, video segmentation, and so on. In recent years, deep learning has also been gradua...
Recognition, Psychology Deep Learning Neural Networks, Computer Food Safety Machine Learning
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Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables.

Sensors (Basel, Switzerland) Dec 13, 2021
Supervised training of human activity recognition (HAR) systems based on body-worn inertial measurement units (IMUs) is often constrained by the typically rather small amounts of labeled sample data. Systems like IMUTube have been introduced that emp...
Neural Networks, Computer Wearable Electronic Devices Human Activities Recognition, Psychology Humans
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