CN103930910B - 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：结构可塑性和结构约束建模 - 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：结构可塑性和结构约束建模 Download PDF

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CN103930910B
CN103930910B CN201280055315.5A CN201280055315A CN103930910B CN 103930910 B CN103930910 B CN 103930910B CN 201280055315 A CN201280055315 A CN 201280055315A CN 103930910 B CN103930910 B CN 103930910B
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neurons
pattern
neuron
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learning
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CN103930910A (zh
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J·F·亨泽格
V·H·陈
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Qualcomm Inc
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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
    • 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
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • 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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CN201280055315.5A 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：结构可塑性和结构约束建模 Expired - Fee Related CN103930910B (zh)

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US13/292,191 2011-11-09
US13/292,191 US9015091B2 (en) 2011-11-09 2011-11-09 Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling
PCT/US2012/064506 WO2013071149A1 (en) 2011-11-09 2012-11-09 Methods and apparatus for unsupervised neural replay, learning refinement, association and memory transfer: structural plasticity and structural constraint modeling

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CN103930910A CN103930910A (zh) 2014-07-16
CN103930910B true CN103930910B (zh) 2016-12-14

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CN (1) CN103930910B (enExample)
WO (1) WO2013071149A1 (enExample)

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US20150134582A1 (en) * 2013-11-08 2015-05-14 Qualcomm Incorporated Implementing synaptic learning using replay in spiking neural networks
US9830981B2 (en) * 2015-01-14 2017-11-28 International Business Machines Corporation Neuromorphic memory circuit using a leaky integrate and fire (LIF) line to transmit axon LIF pulse and a conductive denrite LIF line
CN204655738U (zh) * 2015-03-21 2015-09-23 徐志强 一种用于治疗自闭症的“注意”切换训练装置
US10474948B2 (en) 2015-03-27 2019-11-12 University Of Dayton Analog neuromorphic circuit implemented using resistive memories
CN104779950B (zh) * 2015-05-05 2017-08-08 西南大学 基于忆阻交叉架构的图片均值学习电路
US10885429B2 (en) 2015-07-06 2021-01-05 University Of Dayton On-chip training of memristor crossbar neuromorphic processing systems
US10176425B2 (en) 2016-07-14 2019-01-08 University Of Dayton Analog neuromorphic circuits for dot-product operation implementing resistive memories
US10846590B2 (en) * 2016-12-20 2020-11-24 Intel Corporation Autonomous navigation using spiking neuromorphic computers
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US11742901B2 (en) * 2020-07-27 2023-08-29 Electronics And Telecommunications Research Institute Deep learning based beamforming method and apparatus

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US9424511B2 (en) * 2011-11-09 2016-08-23 Qualcomm Incorporated Methods and apparatus for unsupervised neural component replay by referencing a pattern in neuron outputs
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
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US20130117213A1 (en) 2013-05-09
JP5934378B2 (ja) 2016-06-15
WO2013071149A1 (en) 2013-05-16
CN103930910A (zh) 2014-07-16
US9015091B2 (en) 2015-04-21
EP2776984A1 (en) 2014-09-17
KR20140092880A (ko) 2014-07-24
KR101582061B1 (ko) 2015-12-31
JP2014535116A (ja) 2014-12-25

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