Invention Grant
- Patent Title: Model calculation unit and control device for calculating a multi-layer perceptron model
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Application No.: US16330906Application Date: 2017-09-04
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Publication No.: US11599787B2Publication Date: 2023-03-07
- Inventor: Andre Guntoro , Heiner Markert
- Applicant: Robert Bosch GmbH
- Applicant Address: DE Stuttgart
- Assignee: Robert Bosch GmbH
- Current Assignee: Robert Bosch GmbH
- Current Assignee Address: DE Stuttgart
- Agency: Norton Rose Fulbright US LLP
- Agent Gerard Messina
- Priority: DE102016216947.5 20160907
- International Application: PCT/EP2017/072046 WO 20170904
- International Announcement: WO2018/046418 WO 20180315
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/063 ; G06N3/04

Abstract:
A hardware-implemented multi-layer perceptron model calculation unit includes: a processor core to calculate output quantities of a neuron layer based on input quantities of an input vector; a memory that has, for each neuron layer, a respective configuration segment for storing configuration parameters and a respective data storage segment for storing the input quantities of the input vector and the one or more output quantities; and a DMA unit to successively instruct the processor core to: calculate respective neuron layers based on the configuration parameters of each configuration segment, calculate input quantities of the input vector defined thereby, and store respectively resulting output quantities in a data storage segment defined by the corresponding configuration parameters, the configuration parameters of configuration segments successively taken into account indicating a data storage region for the resulting output quantities corresponding to the data storage region for the input quantities for a subsequent neuron layer.
Public/Granted literature
- US20190197405A1 MODEL CALCULATION UNIT AND CONTROL DEVICE FOR CALCULATING A MULTI-LAYER PERCEPTRON MODEL Public/Granted day:2019-06-27
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