Home Technology World AI Accelerator Know-how Market Penetration and Roadmap Report 2021 with Firms to Watch

World AI Accelerator Know-how Market Penetration and Roadmap Report 2021 with Firms to Watch

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World AI Accelerator Know-how Market Penetration and Roadmap Report 2021 with Firms to Watch

DUBLIN, January 20, 2022 /PRNewswire/ — The Know-how Market Penetration and Roadmap for AI Accelerators report has been added to ResearchAndMarkets.com’s providing.

This expertise and innovation report gives insights and progress alternatives for AI acceleration {hardware} or AI accelerators.

The proliferation of Web of Issues functions corresponding to sensible manufacturing and sensible transportation has led to an explosion of synthetic intelligence (AI) and massive knowledge. These functions rely closely on complicated AI and machine studying algorithms that require computing options to deal with numerous workloads. Energy-intensive, costly and outdated {hardware} corresponding to central processing models restrict the widespread use of AI options. The demand for energy-efficient AI acceleration {hardware} at low funding prices is excessive.

In keeping with Moore’s Legislation, the variety of transistors on a chipset is predicted to double each two years, growing the velocity and energy of computing units. The standard solution to obey Moore’s Legislation is to shrink transistors.

Nonetheless, engineers are discovering it more and more troublesome to cut back the dimensions of transistors. AI acceleration {hardware} based mostly on conventional chipset structure seems to be nearing a bottleneck on account of design limitations. Stakeholders are compelled to develop a {hardware} structure for next-gen AI acceleration, leading to efficiency degradation.

The analysis scope focuses on the advantages and functions of AI accelerators and contains the next:

Know-how Panorama and Roadmap Analysis and Improvement Tendencies Funding Tendencies Regional Tendencies Stakeholder Ecosystem Development Drivers and Constraints

Important subjects coated:

1.0 Strategic Imperatives
1.1 Why is it getting tougher and tougher to develop? The strategic crucial: Components that create strain for progress
1.2 The strategic crucial
1.3 The influence of the highest three strategic imperatives on AI accelerators
1.4 Development alternatives gas the expansion pipeline engine
1.5 Analysis Methodology

2.0 progress setting
2.1 Scope of Analysis
2.2 Analysis Findings

3.0 AI Accelerator – Know-how Panorama
3.1 AI Accelerator Know-how Overview
3.2 AI accelerators allow heterogeneous processing to deal with numerous AI workloads
3.3 Development Drivers
3.4 Development Restrictions

4.0 AI Accelerator – R&D Tendencies
4.1 At-memory computing and vitality effectivity have gotten key areas of innovation
4.2 The patent panorama suggests a excessive concentrate on enhanced AI {hardware} for heterogeneous processing
4.3 US jurisdiction dominates patent exercise in AI acceleration
4.4 Analog AI to beat knowledge shuffling bottlenecks

5.0 AI Accelerator Funding Tendencies
5.1 Strategic Buyers to Commercialize Inexperienced Edge AI Accelerators
5.2 Strategic traders have their eye on customized knowledge move architectures
5.3 Company ventures present curiosity in promising AI acceleration startups

6.0 AI Accelerator – Market Affect and Know-how Roadmap
6.1 New age NLP and imaginative and prescient techniques drive innovation in AI accelerators
6.2 The US gives excessive progress alternatives for AI accelerator startups
6.3 AI-on-5G chipsets ought to turn out to be a actuality within the medium time period

7.0 AI Accelerators – Firms to Watch
7.1 Untether AI, United States
7.2 SiMa.ai, United States
7.3 Hiya, Israel
7.4 IBM Analysis AI {Hardware} Heart, United States
7.5 Graphcore, United Kingdom

8.0 Development Alternatives Universe
8.1 Development Alternative 1: AI accelerators are experiencing excessive demand from the automotive business
8.2 Development alternative 2: Good cities supply cooperation alternatives for AI accelerator startups
8.3 Development Alternative 3: AI chipsets to speed up collaboration in healthcare and prescribed drugs

9.0 Business Contacts
9.1 Essential contacts

10.0 Subsequent Steps

For extra details about this report, go to https://www.researchandmarkets.com/r/gxh7jm

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