Deep learning is a new nomenclature for the artificial neural networks technology. This technology is a computer program, which is similar to a biological brain. The brain is made up of billions of cells known as neurons, which are connected with the help of pathways called synapses. New observations and experiences alter the strength of these synaptic connections. With these new collections of observations and experience, the strength of the connections results in the learning. Deep learning transforms these structures into a software with digital versions of neurons, synapses, and connection strengths. By feeding the experience and observations to an artificial neural network and adjusting the weights accordingly, a neural network learns complex functions similar to the biological brain.
The global deep learning chip market has witnessed significant growth over the years, owing to increase in efforts to make more human-like robots and rise in rate of deployments in the developing regions.
The global deep learning chip market is segmented based on chip type, industry vertical, technology, and geography. On the basis of chip type, the market is categorized into graphics processing unit (GPU), application-specific integrated circuit (ASIC), field-programmable gate array (FPGA), central processing unit (CPU), and others. System-on-chip, system-in-package, multi-chip module, and others are the technologies considered. The various industry verticals are media & advertising, BFSI, IT & telecom, retail, healthcare, automotive & transportation, and others.
Geographically, the market is sub-segmented into North America, Europe, Asia-Pacific, and LAMEA.
The key players profiled in the report include AMD (Advanced Micro Devices), Google, Inc., Intel Corporation, NVIDIA, Baidu, Bitmain Technologies, Qualcomm, Amazon, Xilinx, Samsung.
KEY BENEFITS FOR STAKEHOLDERS
This study comprises an analytical depiction of the global deep learning chip market with current trends and future estimations to depict the imminent investment pockets.
The overall market potential is determined to understand the profitable trends to gain a stronger coverage in the market.
The report presents information related to key drivers, restraints, and opportunities with a detailed impact analysis.
The current market is quantitatively analyzed from 2017 to 2025 to highlight the financial competency of the market.
Porter's Five Forces analysis illustrates the potency of the buyers and suppliers.
KEY MARKET SEGMENTS
BY CHIP TYPE
GPU
ASIC
FPGA
CPU
Others
BY TECHNOLOGY
System-on-chip (SoC)
System-in-package (SIP)
Multi-chip module
Others
BY INDUSTRY VERTICAL
Media & advertising
BFSI
IT & telecom
Retail
Healthcare
Automotive & transportation
Others
BY REGION
North America
U.S.
Canada
Mexico
Europe
UK
Germany
France
Russia
Rest of Europe
Asia-Pacific
China
Japan
India
Australia
Rest of Asia-Pacific
LAMEA
Latin America
Middle East
Africa
KEY MARKET PLAYERS PROFILED
AMD (Advanced Micro Devices)
Google, Inc.
Intel Corporation
NVIDIA
Baidu
Bitmain Technologies
Qualcomm
Amazon
Xilinx
Samsung