Peng Jiang, 501418 Butler Ave UNIT 3, Los Angeles, CA 90025

2020009, Mar 26, 2020

Sep 20, 2018

16/137200

- Eden Prairie MN, US
Damien Benveniste - Torrance CA, US
Peng Jiang - Torrance CA, US
Philip Remmele - El Segundo CA, US
Junqing Wu - Playa Del Rey CA, US
Mike Zhang - Fullerton CA, US

G06F 15/18
G06F 17/11
G06K 9/62

Embodiments herein provide for a machine learning algorithm that generates models that are more interpretable and transparent than existing machine learning approaches. These embodiments identify, at a record level, the effect of individual input variables on the machine learning model. To provide those improvements, a reason code generator assigns monotonic relationships to a series of input variables, which are then incorporated into the machine learning algorithm as metadata. In some embodiments, the reason code generator creates records based on the monotonic relationships, which are used by the machine learning algorithm to generate predicted values. The reason code generator compares an original predicted value from the machine learning model to the predicted values from the machine learning model.

2015003, Jan 29, 2015

Jul 25, 2013

13/951161

- Libertyville IL, US
Sean N. Davie - Lawrenceville GA, US
Peng Jiang - Duluth GA, US
Ryan P. Rye - Lawrenceville GA, US

Motorola Mobility LLC - Libertyville IL

H04R 1/10

381381

A device () includes a device hook receiver (). The device hook receiver defines a port () to an acoustic chamber () disposed within the device. An ear hook () includes a device hook (). The device hook attaches to the device hook receiver and at least partially visibly obscures the port. The device hook also provides separation between an outer surface () of the device hook and the port.

2014034, Nov 20, 2014

Sep 17, 2013

14/028986

- Libertyville IL, US
PENG JIANG - LAWRENCEVILLE GA, US
RYAN PATRICK RYE - LAWRENCEVILLE GA, US

MOTOROLA MOBILITY LLC - LIBERTYVILLE IL

H04R 1/10
H04R 1/32

381 74, 381 92, 29594

The present arrangements relate to a microphone boom assembly. A first microphone can be positioned proximate to a first aperture defined in a first side of the microphone boom through which acoustic signals propagate to the first microphone, and a second microphone can be positioned proximate to a second aperture defined in a second side of the microphone through which the acoustic signals propagate to the second microphone. The first microphone can be connected to a first side of a flexible printed circuit at a first location and the second microphone connected to a second side of the flexible printed circuit at a second location, the flexible printed circuit mounted into the microphone boom with a bend in the flexible printed circuit positioned between the first location and the second location.