Neural Engine

Apple's Neural Engine (ANE) is the marketing name for a group of specialized cores functioning as a (NPU) dedicated to the  of artificial intelligence operations and machine learning tasks. They are part of (SoC) designs specified by Apple and fabricated by TSMC.

History
The first Neural Engine was introduced in September 2017 as part of the Apple A11 "Bionic" chip. It consisted of two cores that could perform up to 600 billion operations per second for real-time processing of machine learning algorithms dedicated to features such as Animoji and Face ID. However, an API was not yet available for 3rd-party developers. The Neural Engine in the Apple A12 (also called "Bionic") was expanded to eight cores that could process up to 5 trillion operations per second. An API named Core ML was released in 2018 to allow developers to take advantage of the Neural Engine, which ran up to nine times faster on the A12 while using one-tenth of the power of the version in the A11. The 8-core Neural Engine within the Apple A13 that was released in September 2019 was 20% faster while using 15% less power.

The Apple A14 was released in October 2020 with the number of Neural Engine cores doubled to 16, providing the ability to perform up to 11 trillion operations per second. The Apple M1 was released in November 2020 with improved overall performance and power efficiency, but a Neural Engine that was largely unchanged from the A14. The Apple A15 was announced in September 2021 with 16 Neural Engine cores like earlier models, but with the ability to perform up to 15.8 trillion operations per second. However, Neural Engine performance in the Apple M1 Pro and Max, introduced in the following month, was unchanged from the lower performance of the original M1. The Apple M1 Ultra was introduced in March 2022 which used a previously unrevealed interconnect called UltraFusion to effectively double the number of cores and performance over that of the M1 Max.

In June 2022, Apple introduced the Apple M2 with 16 Neural Engine cores that could deliver over 40% faster performance than the Apple M1 with the same number of cores, in line with that of the Apple A15. In September 2022, Apple introduced the Apple A16 with 16 Neural Engine cores on a new 4 nm process that could handle nearly 17 trillion operations per second.

Articles

 * The iPhone X’s new neural engine exemplifies Apple’s approach to AI by James Vincent at The Verge (2017-09-13)
 * Here’s why Apple believes it’s an AI leader—and why it says critics have it all wrong by Samuel Azon at Ars Technica (2020-08-06)
 * Apple Reveals a Multi-Mode Planar Engine for a Neural Processor that could be used in A-Series & screamingly fast M1 Processors by Jack Purcher at Patently Apple (2021-04-08)