Learning from Few Samples with Memory Network
Sign Up to like & getrecommendations! Published in 2017 at "Cognitive Computation"
DOI: 10.1007/s12559-017-9507-z
Abstract: Neural networks (NN) have achieved great successes in pattern recognition and machine learning. However, the success of a NN usually relies on the provision of a sufficiently large number of data samples as training data.… read more here.
Keywords: memory network; neural networks; learning samples; limited data ... See more keywords
Analysis of adulterated milk based on a long short-term memory network
Sign Up to like & getrecommendations! Published in 2023 at "Spectroscopy Letters"
DOI: 10.1080/00387010.2023.2194950
Abstract: Abstract Taking adulterated milk as the research object, the principal component analysis method combined with long short-term memory network was used to study, aiming to find a simple and efficient rapid detection method for adulterated… read more here.
Keywords: memory network; adulterated milk; term memory; milk ... See more keywords
Attention-Based Adaptive Memory Network for Recommendation With Review and Rating
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2997115
Abstract: Item recommendation has become a significant means to help people discover interesting items. Meanwhile, plenty of reviews and ratings in recommender system can be utilized to relieve data sparsity problem. However, existing review-based approaches ignore… read more here.
Keywords: item; adaptive memory; attention; based adaptive ... See more keywords
Retrieval Topic Recurrent Memory Network for Remote Sensing Image Captioning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2019.2959208
Abstract: Remote sensing image (RSI) captioning aims to generate sentences to describe the content of RSIs. Generally, five sentences are used to describe the RSI in caption datasets. Every sentence can just focus on part of… read more here.
Keywords: topic; topic words; remote sensing; memory network ... See more keywords
A Novel Neural Multi-Store Memory Network for Autonomous Visual Navigation in Unknown Environment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3140795
Abstract: Learning to achieve a user-specified objective from a random position in unseen environments is challenging for image-guided navigation agents. The abilities of long-horizon reasoning and semantic understanding are still lacking. Inspired by the human memory… read more here.
Keywords: memory network; network; navigation; multi store ... See more keywords
Anchor-Free Tracker Based on Space-Time Memory Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE MultiMedia"
DOI: 10.1109/mmul.2022.3207016
Abstract: In the visual object tracking task, the existing trackers cannot well solve the appearance of deformation, occlusion, and similar object interference, etc. To address these problems, this article proposes a new Anchor-free Tracker based on… read more here.
Keywords: memory network; network; time memory; memory ... See more keywords
Aligned Spatial-Temporal Memory Network for Thermal Infrared Target Tracking
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3223871
Abstract: Thermal infrared (TIR) target tracking is susceptible to occlusion and similarity interference, which obviously affects the tracking results. To resolve this problem, we develop an Aligned Spatial-Temporal Memory network-based Tracking method (ASTMT) for the TIR… read more here.
Keywords: memory network; temporal memory; spatial temporal; target ... See more keywords
Deep Memory Network for Cross-Modal Retrieval
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2018.2877122
Abstract: With the explosive growth of multimedia data on the Internet, cross-modal retrieval has attracted a great deal of attention in both computer vision and multimedia communities. However, this task is challenging due to the heterogeneity… read more here.
Keywords: modal retrieval; cross modal; memory network; modal ... See more keywords
Prediction of nucleosome dynamic interval based on long-short-term memory network (LSTM)
Sign Up to like & getrecommendations! Published in 2022 at "Journal of bioinformatics and computational biology"
DOI: 10.1142/s0219720022500093
Abstract: Nucleosome localization is a dynamic process and consists of nucleosome dynamic intervals (NDIs). We preprocessed nucleosome sequence data as time series data (TSD) and developed a long short-term memory network (LSTM) model for training time… read more here.
Keywords: memory network; term memory; network lstm; nucleosome dynamic ... See more keywords
Loss of Parietal Memory Network Integrity in Alzheimer’s Disease
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Aging Neuroscience"
DOI: 10.3389/fnagi.2019.00067
Abstract: A functional brain network, termed the parietal memory network (PMN), has been shown to reflect the familiarity of stimuli in both memory encoding and retrieval. The function of this network has been separated from the… read more here.
Keywords: memory network; network; alzheimer disease; dmn ... See more keywords
Exploring the Neural Structures Underlying the Procedural Memory Network as Predictors of Language Ability in Children and Adolescents With Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Human Neuroscience"
DOI: 10.3389/fnhum.2020.587019
Abstract: Introduction: There is significant overlap in the type of structural language impairments exhibited by children with autism spectrum disorder (ASD) and children with attention deficit hyperactivity disorder (ADHD). This similarity suggests that the cognitive impairment(s)… read more here.
Keywords: language; memory network; procedural memory; disorder ... See more keywords