”Global Deep Learning Chipset Market Size & Share, Growth, Trends, and Forecast 2017 – 2025 ” is the latest addition to MarketResearchReports.Biz industry research reports collection.
The objectives of this study are as follows:
To define, describe, and forecast the “Deep Learning Chipset” market by type, application, component, delivery model, end user, and region
To provide detailed information regarding major factors influencing market growth (drivers, restraints, opportunities, and industry-specific challenges)
To analyze micromarkets with respect to individual growth trends, prospects, and contributions to the overall market
To analyze opportunities in the market for stakeholders and provide details of the competitive landscape for market leaders
To forecast the market size of market segments with respect to the four key regions: North America, Europe, Asia, and the Rest of the World (RoW)
To strategically profile the key players and comprehensively analyze their product portfolios, market positions, and core competencies
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Deep learning chipset is a part of machine learning methods. It is grounded in the multilayer neural network and is the foundation of real time streaming analytics, cognitive computing, and artificial intelligence. Deep learning constructions such as recurrent neural networks, deep neural networks is applied to the fields which includes natural language processing, machine translation, and others. Embedding and widespread adoption of deep-learning technology is dependent on the continued miniaturization and commoditization of low-cost hardware technologies that accelerates algorithmic processing. The technology is further anticipated to gain importance among researchers and key players for its application in artificial intelligence capabilities in computer vision areas, natural language processing, and speech & image recognition. Solution providers are resorting to collaborations and partnerships to enter the deep learning market and gain competitive edge over the other players.
The deep learning chipset technology drives the progress of the artificial intelligence. Immediate improvement in parallelization, high computing power, and efficient information storage capacity have contributed to the deep learning technology in industries such as healthcare and automotive. Some industry experts predict that technology can built new business designs through efficient predictive capabilities and can transform business processes. The increasing importance of GPUs applications is leading to increased adoption of the technology in scientific disciplines such as data science and deep learning which is expected to boost the market growth. Significant improvements in advancements in deep learning chipsets and machine learning algorithms are driving the market growth. However when compared to field programmable gate arrays, lack of the ability to accommodate hardware changes as neural networks and algorithms evolve, high power consumption lead to fall in the market growth. However deep learning chipset is also expected to show higher penetrate rate as the intelligence that is driving a new generation of wearable that would help disabled people to hear, see, and sense their surroundings. The technology is expected to find its way into devices such as microphones, incorporate embedded cameras, and Internet of Things resulting into the further growth of the market during the forecast period.
The deep learning chipset market is segmented on the basis of type, application, and region. On the basis of type, the market is segmented into application specific integrated circuits, graphics processing units, central processing units, and field programmable gate arrays. The deep learning chipset market is led by graphics processing units. The importance of graphic processing units has gone up with the emergence of deep learning, while training it was found that GPUs are faster than CPUs. On the basis of Application is the global market is segmented into aerospace, military & defense, automotive, consumer, industrial, medical and others. In healthcare, deep learning chipset is applied to analyze medical images. This is an area where deep learning chipset is used on medical images for automated tumor detection. In the automotive industry deep learning chipset based on neural network computing, unassisted cloud-based crowd learning and parallel processing are driving key innovations. Its application areas include speech recognition and machine vision and both have huge relevance for automotive. Geographically deep learning chipset market is segmented into Europe, North America, South America, Middle East & Africa, and Asia-Pacific. The deep learning chipset market in North America is expected to expand at highest growth rate. North America is acquiring deep learning technology within the organizations for safeguarding content from data breaches, piracy, web and severe data losses, cyber-attacks, and network threat security.
Some of the key players in the deep learning chipset market are Intel Corporation, NVIDIA Corporation, IBM Computer Manufacturing Company, Qualcomm Technologies, Inc., Advanced Micro Devices, Inc., XILINX INC., Arm Limited, Google LLC, GRAPHCORE, TeraDeep Inc., Wave Computing, and BrainChip Holdings Ltd. among others.
The report offers a comprehensive evaluation of the market. It does so via in-depth qualitative insights, historical data, and verifiable projections about market size. The projections featured in the report have been derived using proven research methodologies and assumptions. By doing so, the research report serves as a repository of analysis and information for every facet of the market, including but not limited to: Regional markets, technology, types, and applications.
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The study is a source of reliable data on:
- Market segments and sub-segments
- Market trends and dynamics
- Supply and demand
- Market size
- Current trends/opportunities/challenges
- Competitive landscape
- Technological breakthroughs
- Value chain and stakeholder analysis
The regional analysis covers:
- North America (U.S. and Canada)
- Latin America (Mexico, Brazil, Peru, Chile, and others)
- Western Europe (Germany, U.K., France, Spain, Italy, Nordic countries, Belgium, Netherlands, and Luxembourg)
- Eastern Europe (Poland and Russia)
- Asia Pacific (China, India, Japan, ASEAN, Australia, and New Zealand)
- Middle East and Africa (GCC, Southern Africa, and North Africa)
The report has been compiled through extensive primary research (through interviews, surveys, and observations of seasoned analysts) and secondary research (which entails reputable paid sources, trade journals, and industry body databases). The report also features a complete qualitative and quantitative assessment by analyzing data gathered from industry analysts and market participants across key points in the industry’s value chain.
A separate analysis of prevailing trends in the parent market, macro- and micro-economic indicators, and regulations and mandates is included under the purview of the study. By doing so, the report projects the attractiveness of each major segment over the forecast period.
Highlights of the report:
- A complete backdrop analysis, which includes an assessment of the parent market
- Important changes in market dynamics
- Market segmentation up to the second or third level
- Historical, current, and projected size of the market from the standpoint of both value and volume
- Reporting and evaluation of recent industry developments
- Market shares and strategies of key players
- Emerging niche segments and regional markets
- An objective assessment of the trajectory of the market
- Recommendations to companies for strengthening their foothold in the market
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