CN104094293B - 用于尖峰神经计算的方法和装置 - Google Patents

用于尖峰神经计算的方法和装置 Download PDF

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CN104094293B
CN104094293B CN201380008188.8A CN201380008188A CN104094293B CN 104094293 B CN104094293 B CN 104094293B CN 201380008188 A CN201380008188 A CN 201380008188A CN 104094293 B CN104094293 B CN 104094293B
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input
neuron
spike
time
neuron model
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CN104094293A (zh
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J·F·亨泽格
V·阿帕林
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Qualcomm Inc
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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
    • G06N3/04—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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/042—Knowledge-based neural networks; Logical representations of neural networks
    • 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
    • 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
    • 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
    • G06N3/09—Supervised learning

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  • Theoretical Computer Science (AREA)
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  • General Health & Medical Sciences (AREA)
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CN201380008188.8A 2012-02-08 2013-02-07 用于尖峰神经计算的方法和装置 Expired - Fee Related CN104094293B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/369,080 US9367797B2 (en) 2012-02-08 2012-02-08 Methods and apparatus for spiking neural computation
US13/369,080 2012-02-08
PCT/US2013/025219 WO2013119867A1 (en) 2012-02-08 2013-02-07 Methods and apparatus for spiking neural computation

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CN104094293A CN104094293A (zh) 2014-10-08
CN104094293B true CN104094293B (zh) 2017-08-15

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US (1) US9367797B2 (https=)
EP (1) EP2812854A1 (https=)
JP (1) JP6017590B2 (https=)
KR (1) KR101700140B1 (https=)
CN (1) CN104094293B (https=)
WO (1) WO2013119867A1 (https=)

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EP2812854A1 (en) 2014-12-17
KR20140128382A (ko) 2014-11-05
JP2015510194A (ja) 2015-04-02
KR101700140B1 (ko) 2017-02-13
US9367797B2 (en) 2016-06-14
US20130204820A1 (en) 2013-08-08
JP6017590B2 (ja) 2016-11-02
CN104094293A (zh) 2014-10-08
WO2013119867A1 (en) 2013-08-15

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