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Top 46 Startups developing AI Hardware
Nov 26, 2024 | By Siddhant Patel | 22 |
These companies develop and build TPU chips and other hardware, specifically designed for machine learning that accelerate training and performance of neural networks and reduce the power consumption.
1
Country: USA | Funding: $1.1B
SambaNova Systems is a computing startup focused on building machine learning and big data analytics platforms.
SambaNova Systems is a computing startup focused on building machine learning and big data analytics platforms.
2
Country: USA | Funding: $1B
Groq radically simplifies compute to accelerate workloads in artificial intelligence, machine learning, and high-performance computing.
Groq radically simplifies compute to accelerate workloads in artificial intelligence, machine learning, and high-performance computing.
3
Country: USA | Funding: $822M
Lightmatter is building the engines that will power discoveries, drive progress, and reduce our impact on the planet.
Lightmatter is building the engines that will power discoveries, drive progress, and reduce our impact on the planet.
4
Country: USA | Funding: $720M
Cerebras is a computer systems company dedicated to accelerating deep learning. The pioneering Wafer-Scale Engine (WSE) – the largest chip ever built – is at the heart of our deep learning system, the Cerebras CS-1.
Cerebras is a computer systems company dedicated to accelerating deep learning. The pioneering Wafer-Scale Engine (WSE) – the largest chip ever built – is at the heart of our deep learning system, the Cerebras CS-1.
5
Country: UK | Funding: $692M
Graphcore is a semiconductor company that develops accelerators for AI and machine learning. It aims to make a massively parallel Intelligent Processing Unit that holds the complete machine learning model inside the processor.
Graphcore is a semiconductor company that develops accelerators for AI and machine learning. It aims to make a massively parallel Intelligent Processing Unit that holds the complete machine learning model inside the processor.
6
Country: Israel | Funding: $343.9M
Hailo has developed a specialized deep learning processor that delivers the performance of a data center-class computer to edge devices.
Hailo has developed a specialized deep learning processor that delivers the performance of a data center-class computer to edge devices.
7
Country: USA | Funding: $338.9M
Celestial AI develops optical interconnect technology for compute-to-compute, compute-to-memory and on-chip data transmission.
Celestial AI develops optical interconnect technology for compute-to-compute, compute-to-memory and on-chip data transmission.
8
Country: Canada | Funding: $334.5M
Tenstorrent is a computing company that develops AI processors designed to help in faster training and adaptability to future algorithms.
Tenstorrent is a computing company that develops AI processors designed to help in faster training and adaptability to future algorithms.
9
Country: USA | Funding: $330M
SiMa.ai is building an ultra low-power software and chip solution for machine learning at the edge.
SiMa.ai is building an ultra low-power software and chip solution for machine learning at the edge.
10
Country: USA | Funding: $300M
MatX is an AI chip startup that designs chips that support large language models.
MatX is an AI chip startup that designs chips that support large language models.
11
Country: USA | Funding: $293M
Nuvia is a silicon design company that designs processors for data centers.
Nuvia is a silicon design company that designs processors for data centers.
12
Country: USA | Funding: $235.1M
Enfabrica develops networking hardware to drive AI workloads
Enfabrica develops networking hardware to drive AI workloads
13
Country: South Korea | Funding: ₩297.6B
Rebellions.ai builds AI accelerators by bridging the gap between underlying silicon architectures and deep learning algorithms.
Rebellions.ai builds AI accelerators by bridging the gap between underlying silicon architectures and deep learning algorithms.
14
Country: USA | Funding: $212M
Kneron develops an application-specific integrated circuit and software that offers artificial intelligence-based tools.
Kneron develops an application-specific integrated circuit and software that offers artificial intelligence-based tools.
16
Country: USA | Funding: $164.7M
Mythic goes beyond conventional digital architectures, memory, and calculation elements – rethinking everything from the ground up: from transistors and physics, through circuits and systems, up to software and AI algorithms.
Mythic goes beyond conventional digital architectures, memory, and calculation elements – rethinking everything from the ground up: from transistors and physics, through circuits and systems, up to software and AI algorithms.
17
Country: Netherlands | Funding: $136.7M
Axelera is working to develop AI acceleration cards and systems for use cases like security, retail and robotics that it plans to sell through partners in the business-to-business edge computing and Internet of Things sectors.
Axelera is working to develop AI acceleration cards and systems for use cases like security, retail and robotics that it plans to sell through partners in the business-to-business edge computing and Internet of Things sectors.
18
Country: USA | Funding: $126M
EdgeQ intends to fuse AI compute and 5G within a single chip. The company is pioneering converged connectivity and AI that is fully software-customizable and programmable.
EdgeQ intends to fuse AI compute and 5G within a single chip. The company is pioneering converged connectivity and AI that is fully software-customizable and programmable.
19
Country: USA | Funding: $125.4M
Etched.ai is an AI chip startup that develops Sohu, a chip designed specifically for running transformer models.
Etched.ai is an AI chip startup that develops Sohu, a chip designed specifically for running transformer models.
20
Country: USA | Funding: $124M
Esperanto Technologies is a company develops high-performance, energy-efficient computing solutions encouraging your innovation in artificial intelligence via flexible RISC-V open instruction set architecture (ISA) designs.
Esperanto Technologies is a company develops high-performance, energy-efficient computing solutions encouraging your innovation in artificial intelligence via flexible RISC-V open instruction set architecture (ISA) designs.
