# RNN 1st Gen Model Microchip Technology Incorporated Semiconductors & related devices

Microchip Technology Inc. develop, manufacture and sell specialized semiconductor products used by the customers for a wide variety of embedded control applications. Its product portfolio comprises general purpose and specialized 8-bit, 16-bit, and 32-bit microcontrollers, a broad spectrum of high-performance linear, mixed-signal, power management, thermal management, radio frequency (RF), timing, safety, security, wired connectivity and wireless connectivity devices, as well as serial Electrically Erasable Programmable Read Only Memory (EEPROM), Serial Flash memories, Parallel Flash memories and serial Static Random Access Memory (SRAM). Markets such as automotive, medical, consumer, wireless and commercial systems have implemented a variety of approaches to providing security. Microchip brings together both cryptographic and non-cryptographic pieces to build a total solution. The Company also license Flash-IP solutions that are incorporated in a broad range of products.

Industry sector: Computer and Technology

Sector classification: Semiconductors & related devices

Deep Learning based analysis and prediction model for Microchip Technology Incorporated (MCHP) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 22, 2015.

Market data for MCHP model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for MCHP.

Model is being retrained on a daily basis.