CN103930908B - 无监督的神经重放、学习完善、关联以及记忆转移的方法和装置:神经组件重放 - Google Patents
无监督的神经重放、学习完善、关联以及记忆转移的方法和装置:神经组件重放 Download PDFInfo
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- CN103930908B CN103930908B CN201280055203.XA CN201280055203A CN103930908B CN 103930908 B CN103930908 B CN 103930908B CN 201280055203 A CN201280055203 A CN 201280055203A CN 103930908 B CN103930908 B CN 103930908B
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0499—Feedforward networks
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- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/088—Non-supervised learning, e.g. competitive learning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/092—Reinforcement learning
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US13/292,167 | 2011-11-09 | ||
| US13/292,167 US9424511B2 (en) | 2011-11-09 | 2011-11-09 | Methods and apparatus for unsupervised neural component replay by referencing a pattern in neuron outputs |
| PCT/US2012/064521 WO2013071164A1 (en) | 2011-11-09 | 2012-11-09 | Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: neural component replay |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103930908A CN103930908A (zh) | 2014-07-16 |
| CN103930908B true CN103930908B (zh) | 2017-06-27 |
Family
ID=47428967
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201280055203.XA Active CN103930908B (zh) | 2011-11-09 | 2012-11-09 | 无监督的神经重放、学习完善、关联以及记忆转移的方法和装置:神经组件重放 |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US9424511B2 (https=) |
| EP (1) | EP2776987A1 (https=) |
| JP (1) | JP5989793B2 (https=) |
| KR (1) | KR101616660B1 (https=) |
| CN (1) | CN103930908B (https=) |
| IN (1) | IN2014CN03033A (https=) |
| WO (1) | WO2013071164A1 (https=) |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9443190B2 (en) | 2011-11-09 | 2016-09-13 | Qualcomm Incorporated | Methods and apparatus for neural pattern sequence completion and neural pattern hierarchical replay by invoking replay of a referenced neural pattern |
| US9424513B2 (en) | 2011-11-09 | 2016-08-23 | Qualcomm Incorporated | Methods and apparatus for neural component memory transfer of a referenced pattern by including neurons to output a pattern substantially the same as the referenced pattern |
| US9015091B2 (en) * | 2011-11-09 | 2015-04-21 | Qualcomm Incorporated | Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling |
| US9652711B2 (en) | 2014-03-12 | 2017-05-16 | Qualcomm Incorporated | Analog signal reconstruction and recognition via sub-threshold modulation |
| CN104778202B (zh) * | 2015-02-05 | 2018-08-14 | 北京航空航天大学 | 基于关键词的事件演化过程的分析方法及系统 |
| CN106650922B (zh) * | 2016-09-29 | 2019-05-03 | 清华大学 | 硬件神经网络转换方法、计算装置、软硬件协作系统 |
| CN109002647B (zh) * | 2018-08-17 | 2019-06-07 | 郑州轻工业学院 | 一种具有延时学习功能的忆阻联想记忆神经网络电路 |
| US11790245B2 (en) * | 2019-01-22 | 2023-10-17 | International Business Machines Corporation | Cognitive machine learning for semantic network |
| WO2020210673A1 (en) * | 2019-04-10 | 2020-10-15 | Cornell University | Neuromorphic algorithm for rapid online learning and signal restoration |
| CN110222387B (zh) * | 2019-05-24 | 2021-01-12 | 北京化工大学 | 基于混合漏积分crj网络的多元钻井时间序列预测方法 |
| US11742901B2 (en) * | 2020-07-27 | 2023-08-29 | Electronics And Telecommunications Research Institute | Deep learning based beamforming method and apparatus |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1150847A (zh) * | 1994-05-02 | 1997-05-28 | 摩托罗拉公司 | 使用神经网络的计算机和使用该神经网络的方法 |
| WO2004097733A2 (en) * | 2003-04-30 | 2004-11-11 | Darwinian Neural Network Industries Ltd | Neural networks |
| CN101809539A (zh) * | 2007-08-06 | 2010-08-18 | 枢科技术有限责任公司 | 经由多个通过预定关系连接在一起的概念节点定义人造大脑的方法和装置 |
Family Cites Families (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7089218B1 (en) | 2004-01-06 | 2006-08-08 | Neuric Technologies, Llc | Method for inclusion of psychological temperament in an electronic emulation of the human brain |
| JP3647584B2 (ja) | 1996-12-26 | 2005-05-11 | 富士通株式会社 | 学習型自己定位装置 |
| US6041322A (en) | 1997-04-18 | 2000-03-21 | Industrial Technology Research Institute | Method and apparatus for processing data in a neural network |
| JP2005190429A (ja) | 2003-12-26 | 2005-07-14 | Hiroshima Univ | 参照データ認識・学習方法及びパターン認識システム |
| EP2360629A3 (en) | 2005-05-07 | 2012-04-11 | Stephen L. Thaler | Device for the autonomous bootstrapping of useful information |
| JP4201012B2 (ja) | 2006-04-06 | 2008-12-24 | ソニー株式会社 | データ処理装置、データ処理方法、およびプログラム |
| EP2259214B1 (en) | 2009-06-04 | 2013-02-27 | Honda Research Institute Europe GmbH | Implementing a neural associative memory based on non-linear learning of discrete synapses |
| US20120117012A1 (en) * | 2010-04-08 | 2012-05-10 | Neurosciences Research Foundation, Inc. | Spike-timing computer modeling of working memory |
| WO2012138761A1 (en) * | 2011-04-04 | 2012-10-11 | Sheepdog Sciences, Inc. | Apparatus, system, and method for modulating consolidation of memory during sleep |
| US9147155B2 (en) | 2011-08-16 | 2015-09-29 | Qualcomm Incorporated | Method and apparatus for neural temporal coding, learning and recognition |
| US9443190B2 (en) | 2011-11-09 | 2016-09-13 | Qualcomm Incorporated | Methods and apparatus for neural pattern sequence completion and neural pattern hierarchical replay by invoking replay of a referenced neural pattern |
| US9424513B2 (en) | 2011-11-09 | 2016-08-23 | Qualcomm Incorporated | Methods and apparatus for neural component memory transfer of a referenced pattern by including neurons to output a pattern substantially the same as the referenced pattern |
| US9015091B2 (en) | 2011-11-09 | 2015-04-21 | Qualcomm Incorporated | Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling |
| US8909575B2 (en) | 2012-02-29 | 2014-12-09 | Qualcomm Incorporated | Method and apparatus for modeling neural resource based synaptic placticity |
| WO2014081671A1 (en) | 2012-11-20 | 2014-05-30 | Qualcomm Incorporated | Dynamical event neuron and synapse models for learning spiking neural networks |
-
2011
- 2011-11-09 US US13/292,167 patent/US9424511B2/en not_active Expired - Fee Related
-
2012
- 2012-11-09 WO PCT/US2012/064521 patent/WO2013071164A1/en not_active Ceased
- 2012-11-09 JP JP2014541347A patent/JP5989793B2/ja not_active Expired - Fee Related
- 2012-11-09 KR KR1020147015333A patent/KR101616660B1/ko not_active Expired - Fee Related
- 2012-11-09 CN CN201280055203.XA patent/CN103930908B/zh active Active
- 2012-11-09 IN IN3033CHN2014 patent/IN2014CN03033A/en unknown
- 2012-11-09 EP EP12805810.4A patent/EP2776987A1/en not_active Withdrawn
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1150847A (zh) * | 1994-05-02 | 1997-05-28 | 摩托罗拉公司 | 使用神经网络的计算机和使用该神经网络的方法 |
| WO2004097733A2 (en) * | 2003-04-30 | 2004-11-11 | Darwinian Neural Network Industries Ltd | Neural networks |
| CN101809539A (zh) * | 2007-08-06 | 2010-08-18 | 枢科技术有限责任公司 | 经由多个通过预定关系连接在一起的概念节点定义人造大脑的方法和装置 |
Non-Patent Citations (1)
| Title |
|---|
| Discrete States of Synaptic Strength in a Stochastic Model of Spike-Timing-Dependent Plasticity;Terry Elliott etal;《Neural Computation》;20100131;第22卷(第1期);第244-267页 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103930908A (zh) | 2014-07-16 |
| US20130117210A1 (en) | 2013-05-09 |
| KR101616660B1 (ko) | 2016-04-28 |
| IN2014CN03033A (https=) | 2015-07-03 |
| EP2776987A1 (en) | 2014-09-17 |
| US9424511B2 (en) | 2016-08-23 |
| JP2014535119A (ja) | 2014-12-25 |
| KR20140092881A (ko) | 2014-07-24 |
| WO2013071164A1 (en) | 2013-05-16 |
| JP5989793B2 (ja) | 2016-09-07 |
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