Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems. It is a field of research in computer science that develops and studies methods and software which enable machines to perceive their environment and uses learning and intelligence to take actions that maximize their chances of achieving defined goals. Such machines may be called AIs.
Advanced Micro Devices, Inc. (AMD) is an American multinational corporation and semiconductor company based in Santa Clara, California, that develops computer processors and related technologies for business and consumer markets.
Nvidia Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, and incorporated in Delaware. It is a software and fabless company which designs and supplies graphics processing units (GPUs), application programming interfaces (APIs) for data science and high-performance computing as well as system on a chip units (SoCs) for the mobile computing and automotive market. Nvidia is also a dominant supplier of artificial intelligence (AI) hardware and software.
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. Recently, artificial neural networks have been able to surpass many previous approaches in performance.
Synopsys, Inc. is an American electronic design automation (EDA) company headquartered in Sunnyvale, California, that focuses on silicon design and verification, silicon intellectual property and software security and quality. Synopsys supplies tools and services to the semiconductor design and manufacturing industry. Products include tools for logic synthesis and physical design of integrated circuits, simulators for development, and debugging environments that assist in the design of the logic for chips and computer systems. As of 2023, the company is a component of both the Nasdaq-100 and S&P 500 indices.
Xilinx, Inc. was an American technology and semiconductor company that primarily supplied programmable logic devices. The company is known for inventing the first commercially viable field-programmable gate array (FPGA). It also created the first fabless manufacturing model.
Virtutech was a company founded in 1998 as a spin-off from the Swedish Institute of Computer Science (SICS), to commercially develop its Simics computer architecture simulator software. In 2004, Virtutech accepted investment and moved headquarters to San Jose, California, USA. In 2010, Virtutech was wholly acquired by Intel and became part of Intel's Wind River subsidiary. In 2018, Wind River was sold to TPG Capital, which continues to sell Simics under the Wind River brand. The Intel Stockholm site remains the center of Simics core R&D.
Axis Communications AB is a Swedish manufacturer of network cameras, access control, and network audio devices for the physical security and video surveillance industries. Since 2015, it operates as an independent subsidiary of Canon Inc.
Ceva Inc. is a publicly traded semiconductor intellectual property (IP) company, headquartered in Rockville, Maryland and specializes in digital signal processor (DSP) technology. The company's main development facility is located in Herzliya, Israel and Sophia Antipolis, France.
Cadence Design Systems, Inc., is an American multinational technology and computational software company. Headquartered in San Jose, California, Cadence was formed in 1988 through the merger of SDA Systems and ECAD. Initially specialized in electronic design automation (EDA) software for the semiconductor industry, currently the company makes software and hardware for designing products such as integrated circuits, systems on chips (SoCs), printed circuit boards, and pharmaceutical drugs, also licensing intellectual property for the electronics, aerospace, defense and automotive industries, among others.
XMOS is a fabless semiconductor company that develops audio products and multicore microcontrollers. The company uses artificial intelligence and other sensors in the platforms that it develops. It creates voice interface technology developments for applications in various services that are voice activated.
Arteris, Inc. is a multinational technology firm headquartered in Campbell, California. It develops the Network-on-Chip (NoC) on-chip interconnect IP and System-on-Chip (SoC) integration automation software used to create semiconductor designs for a variety of devices, particularly in automotive electronics, artificial intelligence/machine learning and consumer markets. The company specializes in the development and distribution of Network-on-Chip (NoC) interconnect Intellectual Property (IP) and SoC integration automation products used in the development of systems-on-chip.
An AI accelerator, deep learning processor, or neural processing unit (NPU) is a class of specialized hardware accelerator or computer system designed to accelerate artificial intelligence and machine learning applications, including artificial neural networks and machine vision. Typical applications include algorithms for robotics, Internet of Things, and other data-intensive or sensor-driven tasks. They are often manycore designs and generally focus on low-precision arithmetic, novel dataflow architectures or in-memory computing capability. As of 2024, a typical AI integrated circuit chip contains tens of billions of MOSFET transistors.
AMD Instinct is AMD's brand of data center GPUs. It replaced AMD's FirePro S brand in 2016. Compared to the Radeon brand of mainstream consumer/gamer products, the instinct product line is intended to accelerate deep learning, artificial neural network, and high-performance computing/GPGPU applications.
PyTorch is a machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, originally developed by Meta AI and now part of the Linux Foundation umbrella. It is recognized as one of the two most popular machine learning libraries alongside TensorFlow, offering free and open-source software released under the modified BSD license. Although the Python interface is more polished and the primary focus of development, PyTorch also has a C++ interface.
The Open Neural Network Exchange (ONNX) [] is an open-source artificial intelligence ecosystem of technology companies and research organizations that establish open standards for representing machine learning algorithms and software tools to promote innovation and collaboration in the AI sector. ONNX is available on GitHub.
Clarifai is an independent artificial intelligence company that specializes in computer vision, natural language processing, and audio recognition. One of the first deep learning platforms having been founded in 2013, Clarifai provides an AI platform for unstructured image, video, text, and audio data. Its platform supports the full AI lifecycle for data exploration, data labeling, model training, evaluation and inference around images, video, text, and audio data. Headquartered in Washington DC and with employees in the US, Canada, Argentina, Estonia and India Clarifai uses machine learning and deep neural networks to identify and analyze images, videos, text and audio automatically. Clarifai enables users to implement AI technology into their products.
aiMotive is an autonomous vehicle technology company. The company aims to work with automotive manufacturers and Tier1s to enable automated technologies. aiMotive describes its approach as "vision-first", a system that primarily relies on cameras and artificial intelligence to detect its surroundings. The technology is designed to be implemented by automobile manufacturers to create autonomous vehicles, which can operate in all conditions and locations. In September 2017, PSA Group teamed up with AImotive.
DeepScale, Inc. was an American technology company headquartered in Mountain View, California, that developed perceptual system technologies for automated vehicles. On October 1, 2019, the company was acquired by Tesla, Inc.
BrainChip is an Australia-based technology company, founded in 2004 by Peter Van Der Made, that specializes in developing advanced artificial intelligence (AI) and machine learning (ML) hardware. The company's primary products are the MetaTF development environment, which allows the training and deployment of spiking neural networks (SNN), and the AKD1000 neuromorphic processor, a hardware implementation of their spiking neural network system. BrainChip's technology is based on a neuromorphic computing architecture, which attempts to mimic the way the human brain works. The company is a part of Intel Foundry Services and Arm AI partnership.
