Question: Apple Neural Engine is a component of a a 64-bit ARM-based system manufactured by who ?

Context paragraphs:
Apple A9: The Apple A9 is a 64-bit ARM-based system-on-chip (SoC), designed by Apple Inc.  Manufactured for Apple by both TSMC and Samsung, it first appeared in the iPhone 6S and 6S Plus which were introduced on September 9, 2015.  Apple stated that it had 70% more CPU performance and 90% more graphics performance compared to its predecessor, the Apple A8, and was one of the most powerful and energy-efficient mobile chips on the market then along with the Samsung Exynos 8890 and Qualcomm Snapdragon 820.

JOONE: JOONE (Java Object Oriented Neural Engine) is a component based neural network framework built in Java.

Apple A11: The Apple A11 Bionic is a 64-bit ARM-based system on a chip (SoC), designed by Apple Inc. and manufactured by TSMC.  It first appeared in the iPhone 8, iPhone 8 Plus, and iPhone X which were introduced on September 12, 2017.  It has two high-performance cores which are 25% faster than the Apple A10 and four high-efficiency cores which are up to 70% faster than the energy-efficient cores in the A10.

Apple A10: The Apple A10 Fusion is a 64-bit ARM-based system on a chip (SoC), designed by Apple Inc. and manufactured by TSMC.  It first appeared in the iPhone 7 and 7 Plus which were introduced on September 7, 2016.  The A10 is the first Apple-designed quad-core SoC, with two high-performance cores and two energy-efficient cores.  Apple states that it has 40% greater CPU performance and 50% greater graphics performance compared to its predecessor, the Apple A9.

Apple Neural Engine: Apple Neural Engine is a component of the Apple A11 Bionic system on a chip.  Apple claims it's used specifically for AI-related tasks like Face ID.

Apple A9X: The Apple A9X is a 64-bit ARM-based system on a chip (SoC) designed by Apple Inc. It first appeared in the iPad Pro, which was announced on September 9, 2015 and was released on November 11, 2015.  The A9X has the M9 motion coprocessor embedded in it, a new innovation not seen in previous chip generations.  It is a variant of the A9 and Apple claims that it has 1.8 times the CPU performance and 2 times the GPU performance of its predecessor, the A8X.

Atmel: Atmel Corporation is an American-based designer and manufacturer of semiconductors, founded in 1984.  The company focuses on embedded systems built around microcontrollers.  Its products include microcontrollers (8-bit AVR, 32-bit AVR, 32-bit ARM-based, automotive grade, and 8-bit Intel 8051 derivatives) radio frequency (RF) devices including Wi-Fi, EEPROM, and flash memory devices, symmetric and asymmetric security chips, touch sensors and controllers, and application-specific products.  Atmel supplies its devices as standard products, application-specific integrated circuits (ASICs), or application-specific standard product (ASSPs) depending on the requirements of its customers.

Apple A8X: The Apple A8X is a 64-bit ARM-based system on a chip (SoC) designed by Apple Inc. and manufactured by TSMC.  It first appeared in the iPad Air 2, which was announced on October 16, 2014.  It is a variant of the A8 inside the iPhone 6 family of smartphones and Apple states that it has 40% more CPU performance and 2.5 times the graphics performance of its predecessor, the Apple A7.

Apple A8: The Apple A8 is a 64-bit ARM-based system on a chip (SoC) designed by Apple Inc. It first appeared in the iPhone 6 and iPhone 6 Plus, which were introduced on September 9, 2014.  Apple states that it has 25% more CPU performance and 50% more graphics performance while drawing only 50% of the power of its predecessor, the Apple A7.

Apple A10X: The Apple A10X Fusion is a 64-bit ARM-based system on a chip (SoC) designed by Apple Inc. and manufactured by TSMC.  It first appeared in the 10.5" iPad Pro and the second-generation 12.9" iPad Pro, which were both announced on June 5, 2017.  The A10X is a variant of the A10 and Apple claims that it has 30 percent faster CPU performance and 40 percent faster GPU performance than its predecessor, the A9X.

Supporting paragraphs: Apple Neural Engine Apple A11
Answer: TSMC