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The Alif Blog

October 22, 2024

What does an MCU need to make its built-in NPU fast and efficient?

October 17, 2024

Alif Semiconductor Expands Embedded AI with ExecuTorch 

August 22, 2024

Alif’s Open-Source Toolchain Removes a Barrier of Entry for AI

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October 22, 2024

What does an MCU need to make its built-in NPU fast and efficient?

When AI and machine learning (ML) first began to be taken seriously in embedded applications at the edge, OEMs tried to run inferencing operations on the same microcontroller with the same CPU that they used for classic control functions. The embedded world soon discovered that this wasn’t ideal: a CPU has the wrong kind of compute architecture for neural networking operations.

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October 17, 2024

Alif Semiconductor Expands Embedded AI with ExecuTorch 

Collaborations in technology often mean more efficiency and more power to developers. And that is no different with Alif Semiconductor’s latest partnership with The PyTorch Foundation to integrate the ExecuTorch framework into the Ensemble® and Balletto™ families of microcontrollers (MCUs).

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August 22, 2024

Alif’s Open-Source Toolchain Removes a Barrier of Entry for AI

As AI continues to expand its reach into various industries, the need for efficient and scalable development tools has never been greater. However, for many developers, especially those working on microcontroller (MCU) platforms, the path to implementing AI at the edge is fraught with challenges.  In this context, a significant hurdle is the reliance on

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July 9, 2024

Getting Started with Machine Learning on Alif Semiconductor Microcontrollers

If you’re working on embedded applications, there’s a good chance that machine learning (ML) is on your radar. For many venturing into this world, gathering the appropriate hardware and software resources necessary to begin your development journey is a big challenge. Where edge AI/ML can sometimes feel esoteric and daunting, a good development platform is necessary to get started in the field.

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