Search results for: 'learning devices'

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...

Respiratory diseases are related to the airways and the structures of the lungs. They can affect air sacs, interstitium, blood vessels, pleura, and chest wall. Common respiratory diseases include chronic obstructive pulmonary disease (COPD), asthma, pulmonary hypertension, and occupational lung disease. According to the World Health Organization, m...

Open communication standards play a significant role in building automation systems (BASs) as it can provide better interoperability and connectivity among devices that are connected, compared to proprietary protocols. These open standards have also made the integration of third-party devices to the BAS network smoother. With an increase in the num...

The latest issue of Advanced MedTech Technology Opportunity Engine (TOE) profiles a wide range of innovations from the advanced medical devices, wearables, and diagnostics industry. The issue includes advanced medical devices such as high-resolution extended electrocardiography, non-diffractive intraocular lens, ultrasonic device to simplify roboti...

GenAI refers to algorithms and machine learning models used to create content, including text, audio, images, video, and code. To be a component of the IoT, Frost & Sullivan considers any product, application, or service must be part of a larger solution that comprises these 4 elements: Objects virtualized and imbued with data measurement ca...

The convergence of IoT and healthcare, known as the internet of medical things (IoMT), is transforming the healthcare landscape, bringing unprecedented connectivity and convenience. However, the rapid proliferation of IoT devices in healthcare exposes critical data security and cybersecurity risks. This Frost & Sullivan study explores data security...

The Asia-Pacific medical imaging and informatics market revenue is forecast to increase by 11.4% in 2023, mainly driven by the high procurement of medical imaging equipment and radiology IT solutions in the informatics sector. Large hospitals widely adopt digital radiography and ultrasound systems as the devices are operator-dependent and need a sk...

In this study, Frost & Sullivan aims to identify and present important trends in the industrial vertical (an end-user vertical for participants in the building industry) and their impact on segments in the building industry. The industrial vertical refers to manufacturing facilities that include the manufacturing, production, or assembly of medical...

This research service outlines the industry outlook for global commercial pilot training, with a focus on simulator-based airline pilot training.The study examines the role of flight simulation training devices (FSTDs) in supporting type-rating and recurrent training and evaluates the market through the lens of competency-based training and assessm...