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Published Date : 28-04-2017 |
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Machine learning chip is a kind of multiprocessor system which enables the machines to gain human-like intelligence without the need of explicit programming. With the human-like intelligence, the chips are endowed with features such as learning, reasoning, and self-correction. Additionally, machine learning algorithms also use the feedback data to identify the patterns in the new data and accordingly adjust program actions. The machine learning chips facilitate continuous development of computing through exposure to new scenarios, testing, and adaptation. Machine learning chips can be incorporated into a highly insensitive data transmission platform. Nevertheless, insufficient skilled workforce would have an adverse impact on the performance.
The implementation of a reliable and effective technology in the future would reduce complexity. Numerous industries, such as robotics, healthcare, automotive, and consumer electronics have explored the possibilities of the machine learning chip and implemented the technology to enable features such as learning, reasoning, and self-correction. Innovative chips for applications in healthcare and electronic appliances have been the focus of the major market players, to improve efficiency. Neuromorphic chip, which are used for gaming, driverless vehicles, drones and air transport, security & cyber security, speech and image recognition, stimulate the growth of the machine learning chip market. Huge amount of complex data, growth in portable electronic market, and rapid growth in the adoption of Internet of Things (IoT) are the major factors that drive the Latin America, Middle East and Africa machine learning chip market.
The Latin America, Middle East and Africa machine learning chip market is segmented based on type, application, and country. Based on type, the market is segmented into GPU chip, neuromorphic chip, flash based chip, and FPGA chip. Based on the applications the market is segmented into consumer electronics, automotive, healthcare, robotics, and others. Based on country, Machine Learning Chip market is segmented into Latin America, and Middle East & Africa (Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria and Rest of LAMEA). Brazil remained the dominant country in the Latin America, Middle East and Africa Machine Learning Chip market in 2015. South Africa and UAE would witness promising CAGR during the forecast period (2016-2022).
The report covers the analysis of key stake holders of the Machine Learning Chip market. Key companies profiled in the report include Wave Computing, Graphcore Ltd., Google Inc, Intel Corporation, IBM Corporation, Nvidia Corporation, Qualcomm Inc., and Taiwan Semiconductor Manufacturing Company Ltd.
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Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Latin America, Middle East and Africa Machine Learning Chip Market, by Type
1.4.2 Latin America, Middle East and Africa Machine Learning Chip Market, by Application
1.4.3 Latin America, Middle East and Africa Machine Learning Chip Market, by Country
1.5 Methodology for the research
Chapter 2. Executive Summary
Chapter 3. Market Overview
3.1 Introduction
3.2 Drivers, Restraints and Opportunities
3.2.1 Market Drivers
3.2.2 Market Restraints
Chapter 4. LAMEA Machine Learning Chip Market
4.1 LAMEA Machine Learning Chip Market by Type
4.1.1 LAMEA Machine Learning Chip in Neuromorphic Chip by Country
4.1.2 LAMEA Machine Learning Chip in Graphics Processing Unit (GPU) Chip by Country
4.1.3 LAMEA Machine Learning Chip in Flash Based Chip by Country
4.1.4 LAMEA Machine Learning Chip in Field Programmable Gate Array (FPGA) Chip by Country
Chapter 5. LAMEA Machine Learning Chip Market by Application
5.1 Introduction
5.1.1 LAMEA Machine Learning Chip in Robotics Industry Market by Country
5.1.2 LAMEA Machine Learning Chip in Automotive Market by Country
5.1.3 LAMEA Machine Learning Chip in Consumer Electronics Market by Country
5.1.4 LAMEA Machine Learning Chip in Healthcare Market by Country
5.1.5 LAMEA Machine Learning Chip in Other Application Market by Country
Chapter 6. LAMEA Machine Learning Chip Market by Country
6.1 Introduction
6.2 Brazil Machine Learning Chip Market
6.2.1 Brazil Machine Learning Chip Market by Type
6.2.2 Brazil Machine Learning Chip Market by Application
6.3 Argentina Machine Learning Chip Market
6.3.1 Argentina Machine Learning Chip Market by Type
6.3.2 Argentina Machine Learning Chip Market by Application
6.4 UAE Machine Learning Chip Market
6.4.1 UAE Machine Learning Chip Market by Type
6.4.2 UAE Machine Learning Chip Market by Application
6.5 Saudi Arabia Machine Learning Chip Market
6.5.1 Saudi Arabia Machine Learning Chip Market by Type
6.5.2 Saudi Arabia Machine Learning Chip Market by Application
6.6 South Africa Machine Learning Chip Market
6.6.1 South Africa Machine Learning Chip Market by Type
6.6.2 South Africa Machine Learning Chip Market by Application
6.7 Nigeria Machine Learning Chip Market
6.7.1 Nigeria Machine Learning Chip Market by Type
6.7.2 Nigeria Machine Learning Chip Market by Application
6.8 Rest of LAMEA Machine Learning Chip Market
6.8.1 Rest of LAMEA Machine Learning Chip Market by Type
6.8.2 Rest of LAMEA Machine Learning Chip Market by Application
Chapter 7. Company Profiles
7.1 IBM Corporation
7.1.1 Company Overview
7.1.2 Financial Analysis
7.1.3 Regional & Segmental Analysis
7.1.4 Research & Development
7.2 Intel Corporation
7.2.1 Company Overview
7.2.2 Financial Analysis
7.2.3 Segmental Analysis
7.2.4 Research & Development
7.3 NVIDIA Corporation.
7.3.1 Company Overview
7.3.2 Financial Analysis
7.3.3 Segmental and Regional Analysis
7.3.4 Research & Development Expense
7.4 Advanced Micro Devices, Inc.
7.4.1 Company Overview
7.4.2 Financial Analysis
7.4.3 Segmental and Regional Analysis
7.4.4 Research & Development Expense
7.5 Google Inc.
7.5.1 Company Overview
7.5.2 Financial Analysis
7.5.3 Business Segment and Regional Analysis
7.5.4 Research and Development Cost
7.6 Taiwan Semiconductor Manufacturing Company, Limited.
7.6.1 Company Overview
7.6.2 Financial Analysis
7.6.3 Segmental and Regional Analysis
7.6.4 Research & Development Expense
7.7 Qualcomm Atheros Inc.
7.7.1 Company Overview
7.7.2 Financial Analysis
7.7.3 Segmental and Regional Analysis
7.7.4 Research & Development Expense
7.8 WAVE COMPUTING
7.8.1 Company Overview
7.9 GRAPHCORE LTD
7.9.1 Company Overview
TABLE 1 LAMEA MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 2 LAMEA MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 3 LAMEA MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 4 LAMEA MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 5 LAMEA MACHINE LEARNING CHIP IN NEUROMORPHIC CHIP BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 6 LAMEA MACHINE LEARNING CHIP IN NEUROMORPHIC CHIP BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 7 LAMEA MACHINE LEARNING CHIP IN GRAPHICS PROCESSING UNIT (GPU) CHIP BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 8 LAMEA MACHINE LEARNING CHIP IN GRAPHICS PROCESSING UNIT (GPU) CHIP BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 9 LAMEA MACHINE LEARNING CHIP IN FLASH BASED CHIP BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 10 LAMEA MACHINE LEARNING CHIP IN FLASH BASED CHIP BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 11 LAMEA MACHINE LEARNING CHIP IN FIELD PROGRAMMABLE GATE ARRAY (FPGA) CHIP BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 12 LAMEA MACHINE LEARNING CHIP IN FIELD PROGRAMMABLE GATE ARRAY (FPGA) CHIP BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 13 LAMEA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 14 LAMEA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 15 LAMEA MACHINE LEARNING CHIP IN ROBOTICS INDUSTRY MARKET BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 16 LAMEA MACHINE LEARNING CHIP IN ROBOTICS INDUSTRY MARKET BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 17 LAMEA MACHINE LEARNING CHIP IN AUTOMOTIVE MARKET BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 18 LAMEA MACHINE LEARNING CHIP IN AUTOMOTIVE MARKET BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 19 LAMEA MACHINE LEARNING CHIP IN CONSUMER ELECTRONICS MARKET BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 20 LAMEA MACHINE LEARNING CHIP IN CONSUMER ELECTRONICS MARKET BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 21 LAMEA MACHINE LEARNING CHIP IN HEALTHCARE MARKET BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 22 LAMEA MACHINE LEARNING CHIP IN HEALTHCARE MARKET BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 23 LAMEA MACHINE LEARNING CHIP IN OTHER APPLICATION MARKET BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 24 LAMEA MACHINE LEARNING CHIP IN OTHER APPLICATION MARKET BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 25 LAMEA MACHINE LEARNING CHIP MARKET BY COUNTRY, 2012 - 2015, USD MILLION
TABLE 26 LAMEA MACHINE LEARNING CHIP MARKET BY COUNTRY, 2016 - 2022, USD MILLION
TABLE 27 BRAZIL MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 28 BRAZIL MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 29 BRAZIL MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 30 BRAZIL MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 31 BRAZIL MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 32 BRAZIL MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 33 ARGENTINA MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 34 ARGENTINA MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 35 ARGENTINA MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 36 ARGENTINA MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 37 ARGENTINA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 38 ARGENTINA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 39 UAE MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 40 UAE MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 41 UAE MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 42 UAE MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 43 UAE MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 44 UAE MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 45 SAUDI ARABIA MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 46 SAUDI ARABIA MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 47 SAUDI ARABIA MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 48 SAUDI ARABIA MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 49 SAUDI ARABIA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 50 SAUDI ARABIA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 51 SOUTH AFRICA MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 52 SOUTH AFRICA MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 53 SOUTH AFRICA MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 54 SOUTH AFRICA MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 55 SOUTH AFRICA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 56 SOUTH AFRICA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 57 NIGERIA MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 58 NIGERIA MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 59 NIGERIA MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 60 NIGERIA MACHINE LEARNING CHIP MARKET BY TYPE, 2016 - 2022, USD MILLION
TABLE 61 NIGERIA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 62 NIGERIA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 63 REST OF LAMEA MACHINE LEARNING CHIP MARKET, 2012 - 2015, USD MILLION
TABLE 64 REST OF LAMEA MACHINE LEARNING CHIP MARKET, 2016 - 2022, USD MILLION
TABLE 65 REST OF LAMEA MACHINE LEARNING CHIP MARKET BY TYPE, 2012 - 2015, USD MILLION
TABLE 66 REST OF LAMEA MACHINE LEARNING CHIP MARKET BY FUNCTION, 2016 - 2022, USD MILLION
TABLE 67 REST OF LAMEA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2012 - 2015, USD MILLION
TABLE 68 REST OF LAMEA MACHINE LEARNING CHIP MARKET BY APPLICATION, 2016 - 2022, USD MILLION
TABLE 69 KEY INFORMATION - IBM CORPORATION
TABLE 70 KEY INFORMATION - INTEL CORPORATION
TABLE 71 KEY INFORMATION ? NVIDIA CORPORATION.
TABLE 72 KEY INFORMATION ? ADVANCED MICRO DEVICES, INC.
TABLE 73 KEY INFORMATION - GOOGLE INC.
TABLE 74 KEY INFORMATION ? TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LIMITED.
TABLE 75 KEY INFORMATION ? QUALCOMM ATHEROS INC.
TABLE 76 KEY INFORMATION ? WAVE COMPUTING
TABLE 77 KEY INFORMATION ? GRAPHCORE LTD