EP 3963514 A1 20220309 - ANALOG HARDWARE REALIZATION OF NEURAL NETWORKS
Title (en)
ANALOG HARDWARE REALIZATION OF NEURAL NETWORKS
Title (de)
ANALOGE HARDWARE-REALISIERUNG NEURONALER NETZE
Title (fr)
RÉALISATION MATÉRIELLE ANALOGIQUE DE RÉSEAUX NEURONAUX
Publication
Application
Priority
RU 2020000306 W 20200625
Abstract (en)
[origin: WO2021262023A1] Systems and methods are provided for analog hardware realization of neural networks. The method incudes obtaining a neural network topology and weights of a trained neural network. The method also includes transforming the neural network topology to an equivalent analog network of analog components. The method also includes computing a weight matrix for the equivalent analog network based on the weights of the trained neural network. Each element of the weight matrix represents a respective connection between analog components of the equivalent analog network. The method also includes generating a schematic model for implementing the equivalent analog network based on the weight matrix, including selecting component values for the analog components.
IPC 8 full level
G06N 3/063 (2006.01); G06G 7/60 (2006.01)
CPC (source: EP KR)
G06F 17/16 (2013.01 - KR); G06N 3/04 (2013.01 - KR); G06N 3/044 (2023.01 - EP); G06N 3/045 (2023.01 - EP); G06N 3/065 (2023.01 - EP KR); G06N 3/048 (2023.01 - EP)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
WO 2021262023 A1 20211230; CN 114424213 A 20220429; EP 3963514 A1 20220309; JP 2022548547 A 20221121; JP 2024001230 A 20240109; JP 7371235 B2 20231030; KR 20220088845 A 20220628
DOCDB simple family (application)
RU 2020000306 W 20200625; CN 202080048490 A 20200625; EP 20859652 A 20200625; JP 2022515539 A 20200625; JP 2023179328 A 20231018; KR 20227008037 A 20200625