AIMC Topic: Recognition, Psychology

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Birdsong classification based on ensemble multi-scale convolutional neural network.

Scientific reports May 23, 2022
With the intensification of ecosystem damage, birds have become the symbolic species of the ecosystem. Ornithology with interdisciplinary technical research plays a great significance for protecting birds and evaluating ecosystem quality. Deep learni...
Neural Networks, Computer Ecosystem Wavelet Analysis Recognition, Psychology
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Music Morphology Interaction under Artificial Intelligence in Wireless Network Environment.

Computational intelligence and neuroscience May 14, 2022
Music has become the main information carrier, and music and its emotional expression are accurately classified to obtain relevant information. However, how to classify music accurately is a problem that needs to be discussed. The concept and feature...
Neural Networks, Computer Artificial Intelligence Algorithms Music Wireless Technology Recognition, Psychology
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Neural Network-Based Dynamic Segmentation and Weighted Integrated Matching of Cross-Media Piano Performance Audio Recognition and Retrieval Algorithm.

Computational intelligence and neuroscience May 13, 2022
This paper presents a dynamic segmentation and weighted comprehensive matching algorithm based on neural networks for cross-media piano performance audio recognition and retrieval. The 3D convolutional neural network process is separated to compress ...
Neural Networks, Computer Algorithms Big Data Image Processing, Computer-Assisted Recognition, Psychology
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Multi-LiDAR Mapping for Scene Segmentation in Indoor Environments for Mobile Robots.

Sensors (Basel, Switzerland) May 12, 2022
Nowadays, most mobile robot applications use two-dimensional LiDAR for indoor mapping, navigation, and low-level scene segmentation. However, single data type maps are not enough in a six degree of freedom world. Multi-LiDAR sensor fusion increments ...
Algorithms Robotics Recognition, Psychology
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A Novel CNN-based Bi-LSTM parallel model with attention mechanism for human activity recognition with noisy data.

Scientific reports May 12, 2022
Boosted by mobile communication technologies, Human Activity Recognition (HAR) based on smartphones has attracted more and more attentions of researchers. One of the main challenges is the classification time and accuracy in processing long-time depe...
Humans Neural Networks, Computer Smartphone Human Activities Recognition, Psychology
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Event-Driven Intrinsic Plasticity for Spiking Convolutional Neural Networks.

IEEE transactions on neural networks and learning systems May 2, 2022
The biologically discovered intrinsic plasticity (IP) learning rule, which changes the intrinsic excitability of an individual neuron by adaptively turning the firing threshold, has been shown to be crucial for efficient information processing. Howev...
Neural Networks, Computer Brain Neurons Recognition, Psychology
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Contrastive Adversarial Domain Adaptation Networks for Speaker Recognition.

IEEE transactions on neural networks and learning systems May 2, 2022
Domain adaptation aims to reduce the mismatch between the source and target domains. A domain adversarial network (DAN) has been recently proposed to incorporate adversarial learning into deep neural networks to create a domain-invariant space. Howev...
Neural Networks, Computer Learning Recognition, Psychology
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Hypertuned Deep Convolutional Neural Network for Sign Language Recognition.

Computational intelligence and neuroscience Apr 30, 2022
Sign language plays a pivotal role in the lives of impaired people having speaking and hearing disabilities. They can convey messages using hand gesture movements. American Sign Language (ASL) recognition is challenging due to the increasing intra-cl...
Humans Neural Networks, Computer Gestures Movement Recognition, Psychology Sign Language
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Three-Level Distributed Real-Time Monitoring of Construction near Underground Infrastructure Using a Combined Intelligent Method.

Sensors (Basel, Switzerland) Apr 24, 2022
With the rapid development of underground infrastructure and the uncertainty of its location, the possibility of damage due to nearby construction has increased. Thus, for the early warning of dangerous construction behaviors around underground facil...
Neural Networks, Computer Intelligence Vibration Recognition, Psychology
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Multihydrophone Fusion Network for Modulation Recognition.

Sensors (Basel, Switzerland) Apr 22, 2022
Deep learning (DL)-based modulation recognition methods of underwater acoustic communication signals are mostly applied to a single hydrophone reception scenario. In this paper, we propose a novel end-to-end multihydrophone fusion network (MHFNet) fo...
Neural Networks, Computer Computer Simulation Communication Acoustics Recognition, Psychology
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