Investigation on the Wilson Neuronal Model: Optimized Approximation and Digital Multiplierless Implementation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Biomedical Circuits and Systems"
DOI: 10.1109/tbcas.2022.3213600
Abstract: Neuromorphic engineering is an essential science field which incorporates the basic aspects of issues together such as: physics, mathematics, electronics, etc. The primary block in the Central Nervous System (CNS) is neurons that have functional… read more here.
Keywords: system; investigation wilson; proposed model; model ... See more keywords
Energy-Based CNN Pruning for Remote Sensing Scene Classification
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3277077
Abstract: Convolutional neural networks (CNNs) have been adopted to classify the remote sensing scene image. However, the application of these complicated networks on the satellite platform is difficult because of the limited computation resources. Therefore, we… read more here.
Keywords: remote sensing; energy; energy based; sensing scene ... See more keywords
Model Pruning Enables Efficient Federated Learning on Edge Devices
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3166101
Abstract: Federated learning (FL) allows model training from local data collected by edge/mobile devices while preserving data privacy, which has wide applicability to image and vision applications. A challenge is that client devices in FL usually… read more here.
Keywords: model pruning; federated learning; model; original model ... See more keywords
Dynamic Interplay between Lower-Grade Glioma Instability and Brain Metaplasticity: Proposal of an Original Model to Guide the Therapeutic Strategy
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DOI: 10.3390/cancers13194759
Abstract: Simple Summary The behavior of diffuse lower-grade glioma (LGG) is changing over time, spontaneously, and in reaction to therapies. Due to genomic instability and clonal expansion, although LGG initially progresses slowly, the growth accelerates at… read more here.
Keywords: grade glioma; grade; lower grade; original model ... See more keywords