Artificial intelligence in the IoT era: A review of edge AI hardware and software
T Sipola, J Alatalo, T Kokkonen… - 2022 31st Conference …, 2022 - ieeexplore.ieee.org
The modern trend of moving artificial intelligence computation near to the origin of data
sources has increased the demand for new hardware and software suitable for such …
sources has increased the demand for new hardware and software suitable for such …
A survey on optimization techniques for edge artificial intelligence (ai)
C Surianarayanan, JJ Lawrence, PR Chelliah… - Sensors, 2023 - mdpi.com
Artificial Intelligence (Al) models are being produced and used to solve a variety of current
and future business and technical problems. Therefore, AI model engineering processes …
and future business and technical problems. Therefore, AI model engineering processes …
[HTML][HTML] Green IoT and edge AI as key technological enablers for a sustainable digital transition towards a smart circular economy: An industry 5.0 use case
Internet of Things (IoT) can help to pave the way to the circular economy and to a more
sustainable world by enabling the digitalization of many operations and processes, such as …
sustainable world by enabling the digitalization of many operations and processes, such as …
Privacy-preserved credit data sharing integrating blockchain and federated learning for industrial 4.0
F Yang, Y Qiao, MZ Abedin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we aim to design an architecture for privacy-preserved credit data and model
sharing to guarantee the secure storage and sharing of credit information in a distributed …
sharing to guarantee the secure storage and sharing of credit information in a distributed …
Communication-efficient distributed AI strategies for the IoT edge
The impact that artificial intelligence (AI) has made across several industries in today's
society is clearly seen in applications ranging from medical diagnosis to customer service …
society is clearly seen in applications ranging from medical diagnosis to customer service …
Survey on edge computing security
H Zeyu, X Geming, W Zhaohang… - … Conference on Big Data …, 2020 - ieeexplore.ieee.org
With the advent of the Internet of Everything, emerging application scenarios including
autonomous driving, immersive games based on VR or AR technology, and Industrial …
autonomous driving, immersive games based on VR or AR technology, and Industrial …
[HTML][HTML] Edge AI prospect using the NeuroEdge computing system: Introducing a novel neuromorphic technology
This paper presents a test bed demonstration of NeuroEdge computing for face recognition
using a novel neuromorphic chip-NM500. First, a general description and important …
using a novel neuromorphic chip-NM500. First, a general description and important …
[HTML][HTML] A unified privacy preserving model with AI at the edge for Human-in-the-Loop Cyber-Physical Systems
With the proliferation of personal Internet of Things (IoT) devices and their wide adoption
among society, the original notion of IoT has been reshaped, giving rise to new IoT-based …
among society, the original notion of IoT has been reshaped, giving rise to new IoT-based …
Edge AI: Systems design and ML for IoT data analytics
With the explosion in Big Data, it is often forgotten that much of the data nowadays is
generated at the edge. Specifically, a major source of data is users' endpoint devices like …
generated at the edge. Specifically, a major source of data is users' endpoint devices like …
Mind the Gap Between Synthetic and Real: Utilizing Transfer Learning to Probe the Boundaries of Stable Diffusion Generated Data
Generative foundation models like Stable Diffusion comprise a diverse spectrum of
knowledge in computer vision with the potential for transfer learning, eg, via generating data …
knowledge in computer vision with the potential for transfer learning, eg, via generating data …