Optimization and Benchmarking of Lightweight Neural Networks for Efficient Embedded AI Deployment
A hardware‐aware optimization and benchmarking framework for lightweight neural networks is presented for deployment on heterogeneous embedded platforms including CPU, GPU, TPU, and MCU architectures. Model compression techniques such as quantization, pruning, knowledge distillation, and mixed‐precision computation reduce inference latency, memory ...
Vidapankal Mohammad Fridous +4 more
wiley +1 more source
A Blockchain‐Less Traceability System for Agriculture Using DAG, IPFS, and Serverless Deployments
ABSTRACT Ensuring transparency and integrity in agricultural data management is a critical challenge as the sector increasingly relies on advanced technologies. The primary problem is maintaining data traceability and security throughout the supply chain.
Antonio Villafranca +6 more
wiley +1 more source
Design of a configurable SoC for Alzheimer's disease detection based on multimodal signals. [PDF]
Yuan Y +9 more
europepmc +1 more source
Abstract Cryo‐electron tomography (cryoET) enables visualization of macromolecular complexes within intact cellular environments. Continued improvements in instrumentation, sample preparation, and data‐processing pipelines have increased both the scale and the complexity of cryoET datasets, making manual analysis challenging.
Utz Heinrich Ermel +9 more
wiley +1 more source
EUPID-configurable privacy-preserving record linkage in federated health data spaces. [PDF]
Hayn D +10 more
europepmc +1 more source
CONCERT: A Modular Reconfigurable Robot for Construction
ABSTRACT This paper presents CONCERT, a fully reconfigurable modular collaborative robot (cobot) for multiple on‐site operations in a construction site. CONCERT has been designed to support human activities in construction sites by leveraging two main characteristics: high‐power density motors and modularity. In this way, the robot is able to perform a
Luca Rossini +18 more
wiley +1 more source
Demonstrating completeness in optical neural computing. [PDF]
Tyszka K.
europepmc +1 more source
Fibre phantom generation using FibreSimulator: an open‐source Python tool
FibreSimulator is an open‐source tool for generating realistic 3D phantoms of unidirectional fibre‐reinforced polymers, enabling customizable fibre structures and simulating computed tomography scanning for algorithm development and validation.Fibre‐reinforced polymer composites are utilized across many industries for their stiffness and strength ...
Mary Chris Roperos Go +4 more
wiley +1 more source
FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models. [PDF]
Engelke M +4 more
europepmc +1 more source
BINge: Multispecies Ortholog Clustering for Differential Gene Expression Analyses
ABSTRACT Differential gene expression (DGE) analysis enables researchers to investigate the link between gene expression and the phenotypic responses observed in organisms across time, experimental, or field conditions. Accurate quantification of gene expression is essential when performing DGE experiments, with a range of methods having been developed
Zachary Stewart +3 more
wiley +1 more source

