METHOD FOR INTELLIGENT INFORMATION PROCESSING IN NEURAL NETWORK Russian patent published in 2014 - IPC G06N3/02 

Abstract RU 2514931 C1

FIELD: information technology.

SUBSTANCE: composite signal, consisting of a useful signal, summed with a first part of pre-generated low-power noise and a similar second part of said noise, is transmitted to a multilayer recurrent neural network with control synapses as a signal which is pre-decomposed into components, with each component converted to a sequence of unit characters with repetition frequency as a predefined function of the amplitude of the component. The composite signal is presented in form of successive groups of unit characters. When transmitting groups of unit characters from layer to layer, unit characters relating to the useful signal are copied from the signal-noise groups into corresponding noise groups. Copies of the signal-noise groups of unit characters are formed from the noise groups and said copies are processed based on change in shape of cross-sections of diverging unit characters and rotations of said characters around directions of transmission thereof based on the current states of the layers.

EFFECT: high depth and intelligence of processing information.

7 dwg

Similar patents RU2514931C1

Title Year Author Number
METHOD FOR INTELLIGENT INFORMATION PROCESSING IN NEURAL NETWORK 2011
  • Osipov Vasilij Jur'Evich
RU2483356C1
METHOD FOR INTELLIGENT INFORMATION PROCESSING IN NEURAL NETWORK 2012
  • Osipov Vasilij Jur'Evich
RU2502133C1
METHOD AND DEVICE OF INTELLECTUAL PROCESSING OF INFORMATION IN NEURAL NETWORK 2009
  • Osipov Vasilij Jur'Evich
  • Osipova Marina Vasil'Evna
RU2413304C1
METHOD AND APPARATUS FOR INTELLIGENT INFORMATION PROCESSING IN NEURAL NETWORK 2011
  • Osipov Vasilij Jur'Evich
RU2446463C1
METHOD OF INTELLECTUAL INFORMATION PROCESSING IN NEURON NETWORK 2010
  • Osipov Vasilij Jur'Evich
RU2427914C1
METHOD FOR INTELLIGENT INFORMATION PROCESSING IN NEURAL NETWORK 2014
  • Osipov Vasilij Jur'Evich
RU2553074C1
METHOD FOR INTELLIGENT MULTI-LEVEL INFORMATION PROCESSING IN NEURAL NETWORK 2020
  • Osipov Vasilii Iurevich
RU2737227C1
HYDRO ACOUSTIC SIGNALS DETECTION AND THEIR NEURAL NETWORK CLASSIFICATION SYSTEM 2018
  • Pyatakovich Valerij Aleksandrovich
  • Vasilenko Anna Mikhajlovna
RU2681252C1
NEURON NETWORK SYSTEM FOR DETECTION AND RAPID IDENTIFICATION OF SEA TARGETS 2018
  • Vasilenko Anna Mikhajlovna
  • Pyatakovich Valerij Aleksandrovich
RU2695985C1
METHOD FOR OPERATIONAL IDENTIFICATION OF MARINE TARGETS BY THEIR INFORMATION FIELDS BASED ON NEURO-FUZZY MODELS 2021
  • Pyatakovich Valerij Aleksandrovich
  • Pyatakovich Natalya Vladislavovna
  • Filippova Alina Valerevna
  • Alekseev Oleg Adolfovich
RU2763125C1

RU 2 514 931 C1

Authors

Osipov Vasilij Jur'Evich

Dates

2014-05-10Published

2013-01-14Filed