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Cortronic neural networks with distributed processing

국가/구분 United States(US) Patent 등록
국제특허분류(IPC7판) G06F-015/18    G06G-007/00   
미국특허분류(USC) 706/027; 706/039; 706/004
출원번호 US-0361776 (1999-07-26)
발명자 / 주소
출원인 / 주소
대리인 / 주소
    Fenwick & West LLP
인용정보 피인용 횟수 : 16  인용 특허 : 15
초록
▼

A cortronic neural network defines connections between neurons in a number of regions using target lists, which identify the output connections of each neuron and the connection strength. Neurons are preferably sparsely interconnected between regions. Training of connection weights employs a three stage process, which involves computation of the contribution to the input intensity of each neuron by every currently active neuron, a competition process that determines the next set of active neurons based on their current input intensity, and a weight adjus...

대표
청구항
▼

1. A distributed artificial neural network system, comprising:a plurality of distributed computers, each distributed computer storing in memory, at least one region of an artificial neural network, each region containing a plurality of the neurons, each neuron associated with a list of target neurons to which the neuron has an output connection, the output connection having a connection weight, and wherein for at least one region on a distributed computer, the neurons in the region being connected to substantially less than all of the neurons in another ...

이 특허에 인용된 특허 (15)

  1. Prezioso Robert T. (Long Valley NJ). Fuzzy logic entity behavior profiler. USP1996115577169.
  2. Mueller Paul H. (King of Prussia PA) Van Der Spiegel Jan (Philadelphia PA). General purpose neural computer. USP1992105155802.
  3. Graupe Daniel. Large memory storage and retrieval (LAMSTAR) network. USP1999075920852.
  4. Moed Michael C. (Ridgefield CT). Method and apparatus for hierarchical input classification using a neural network. USP1997065638491.
  5. Washizawa Teruyoshi,JPX. Method and apparatus for processing visual information. USP2000096115480.
  6. Tong David W. (Scotia NY) Delano Paul A. (Schenectady NY). Method for using a feed forward neural network to perform classification with highly biased data. USP1994105359699.
  7. Scofield Christopher L. (Barrington RI). N-dimensional coulomb neural network which provides for cumulative learning of internal representations. USP1990014897811.
  8. Fischthal Scott. Neural network/conceptual clustering fraud detection architecture. USP1998105822741.
  9. Sato Yuji (Machida JPX) Shibata Katsunari (Tokyo JPX) Sakaguchi Takahiro (Akishima JPX) Asai Mitsuo (Kokubunji JPX) Hashimoto Masashi (Mitaka JPX) Takayanagi Hiroshi (Kokubunji JPX) Okahashi Tatsuo (. Neuro-computer system for executing a plurality of controlling algorithms. USP1996065524175.
  10. Reilly Douglas L. (Providence RI) Scofield Christopher L. (Barrington RI) Cooper Leon N. (Providence RI) Elbaum Charles (Providence RI). Parallel, multi-unit, adaptive pattern classification system using inter-unit correlations and an intra-unit class separ. USP1990094958375.
  11. Cooper Leon N. (Providence RI) Elbaum Charles (Providence RI) Reilly Douglas L. (Providence RI) Scofield Christopher L. (Providence RI). Parallel, multi-unit, adaptive, nonlinear pattern class separator and identifier. USP1988074760604.
  12. Wang C. David (Melville NY) Thompson James (Greenlawn NY). Real time adaptive probabilistic neural network system and method for data sorting. USP1994015276772.
  13. Yoda Fumio (Hillsboro OR). Self-organizing pattern classification neural network system. USP1993085239594.
  14. Tomita Kenichi. System for building an artificial neural network. USP2000046049793.
  15. Kornacker Karl (Columbus OH). System for extracting knowledge of typicality and exceptionality from a database of case records. USP1994065325466.

이 특허를 인용한 특허 피인용횟수: 16

  1. Niggemann, Oliver; Stroop, Joachim; Otterbach, Rainer; Hanselmann, Herbert. Comparison of interfaces between software components. USP2014048707255.
  2. Coggeshall, Stephen; Zhao, Wenzhong; Rojkova, Viktoria. Identity manipulation detection system and method. USP2014128918891.
  3. Aparin, Vladimir. Method and apparatus for a local competitive learning rule that leads to sparse connectivity. USP2015099129222.
  4. Ellingsworth, Martin E.. Method and system for classifying documents. USP2010127849030.
  5. Ellingsworth, Martin E.. Method and system for classifying documents. USP2014058738552.
  6. Ellingsworth, Martin E.. Method and system for classifying documents. USP2012088255347.
  7. Ayala,Francisco J.. Method, system and computer program for developing cortical algorithms. USP2009027493295.
  8. Fiorillo, Christopher. Prediction by single neurons and networks. USP2012028112372.
  9. Starzyk,Janusz A.. Self-organizing data driven learning hardware with local interconnections. USP2007117293002.
  10. Xiong, Shanji; Xie, Jianjun; Lin, Yinghua; Wu, Guowei; Lu, Quan; Coggeshall, Stephen. System and method for credit scoring using an identity network connectivity. USP2013028386377.
  11. Ayala,Francisco J.. System and method for developing artificial intelligence. USP2006117139740.
  12. Shao,Xuhui; Xie,Jianjun; Hong,Tao; Jost,Allen. System and method for identity-based fraud detection. USP2008127458508.
  13. Coggeshall, Stephen; Jost, Allen; Blue, Joseph; Dichiara, Christer J.; Cook, Mike; Shao, Xuhul. System and method for identity-based fraud detection for transactions using a plurality of historical identity records. USP2010097793835.
  14. Shao, Xuhui; Xie, Jianjun; Hong, Tao; Jost, Allen. System and method for identity-based fraud detection through graph anomaly detection. USP2009077562814.
  15. Shao, Xuhui; Hong, Tao; Tsang, Alan; Jost, Allen; DiChiara, Christer J.; Cook, Mike; Coggeshall, Stephen. System and method for identity-based fraud detection using a plurality of historical identity records. USP2010037686214.
  16. Turner, Bryan; Toebes, John. Techniques for presenting network identities at a human interface. USP2009067552464.

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