Invention Grant
- Patent Title: Model calculation unit and control unit for calculating a multilayer perceptron model with feedforward and feedback
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Application No.: US16330625Application Date: 2017-09-04
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Publication No.: US11449737B2Publication Date: 2022-09-20
- Inventor: Andre Guntoro , Heiner Markert , Martin Schiegg
- 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: DE102016216950.5 20160907
- International Application: PCT/EP2017/072043 WO 20170904
- International Announcement: WO2018/046416 WO 20180315
- Main IPC: G06F13/28
- IPC: G06F13/28 ; G06N3/063 ; G06N3/04

Abstract:
A model calculation unit for calculating a multilayer perceptron model, the model calculation unit being designed in hardware and being hardwired, including: a process or core; a memory; a DMA unit, which is designed to successively instruct the processor core to calculate a neuron layer, in each case based on input variables of an assigned input variable vector and to store the respectively resulting output variables of an output variable vector in an assigned data memory section, the data memory section for the input variable vector assigned to at least one of the neuron layers at least partially including in each case the data memory sections of at least two of the output variable vectors of two different neuron layers.
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