JP4931311B2 - ニューラルネットワーク素子 - Google Patents
ニューラルネットワーク素子 Download PDFInfo
- Publication number
- JP4931311B2 JP4931311B2 JP2001532486A JP2001532486A JP4931311B2 JP 4931311 B2 JP4931311 B2 JP 4931311B2 JP 2001532486 A JP2001532486 A JP 2001532486A JP 2001532486 A JP2001532486 A JP 2001532486A JP 4931311 B2 JP4931311 B2 JP 4931311B2
- Authority
- JP
- Japan
- Prior art keywords
- neural network
- processing element
- network element
- value
- activity level
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Images
Classifications
-
- 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
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Neurology (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Artificial Intelligence (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Computational Linguistics (AREA)
- Image Analysis (AREA)
- Complex Calculations (AREA)
- Magnetic Resonance Imaging Apparatus (AREA)
- Thermistors And Varistors (AREA)
- Facsimile Image Signal Circuits (AREA)
- Image Processing (AREA)
- Circuit For Audible Band Transducer (AREA)
- Feedback Control In General (AREA)
- Transition And Organic Metals Composition Catalysts For Addition Polymerization (AREA)
- Polyethers (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GBGB9924310.7A GB9924310D0 (en) | 1999-10-15 | 1999-10-15 | Neural network component |
| GB9924310.7 | 1999-10-15 | ||
| PCT/GB2000/003957 WO2001029766A2 (en) | 1999-10-15 | 2000-10-16 | Neural network component |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2003512683A JP2003512683A (ja) | 2003-04-02 |
| JP2003512683A5 JP2003512683A5 (enExample) | 2007-11-15 |
| JP4931311B2 true JP4931311B2 (ja) | 2012-05-16 |
Family
ID=10862720
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2001532486A Expired - Fee Related JP4931311B2 (ja) | 1999-10-15 | 2000-10-16 | ニューラルネットワーク素子 |
Country Status (9)
| Country | Link |
|---|---|
| US (1) | US7457787B1 (enExample) |
| EP (1) | EP1224619B1 (enExample) |
| JP (1) | JP4931311B2 (enExample) |
| AT (1) | ATE457503T1 (enExample) |
| AU (1) | AU7806500A (enExample) |
| DE (1) | DE60043824D1 (enExample) |
| ES (1) | ES2338751T3 (enExample) |
| GB (1) | GB9924310D0 (enExample) |
| WO (1) | WO2001029766A2 (enExample) |
Families Citing this family (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8515885B2 (en) | 2010-10-29 | 2013-08-20 | International Business Machines Corporation | Neuromorphic and synaptronic spiking neural network with synaptic weights learned using simulation |
| US8812414B2 (en) | 2011-05-31 | 2014-08-19 | International Business Machines Corporation | Low-power event-driven neural computing architecture in neural networks |
| US8843425B2 (en) * | 2011-07-29 | 2014-09-23 | International Business Machines Corporation | Hierarchical routing for two-way information flow and structural plasticity in neural networks |
| US8909576B2 (en) * | 2011-09-16 | 2014-12-09 | International Business Machines Corporation | Neuromorphic event-driven neural computing architecture in a scalable neural network |
| US8924322B2 (en) * | 2012-06-15 | 2014-12-30 | International Business Machines Corporation | Multi-processor cortical simulations with reciprocal connections with shared weights |
| US9218564B2 (en) | 2012-07-30 | 2015-12-22 | International Business Machines Corporation | Providing transposable access to a synapse array using a recursive array layout |
| US8918351B2 (en) | 2012-07-30 | 2014-12-23 | International Business Machines Corporation | Providing transposable access to a synapse array using column aggregation |
| US9159020B2 (en) | 2012-09-14 | 2015-10-13 | International Business Machines Corporation | Multiplexing physical neurons to optimize power and area |
| US8990130B2 (en) | 2012-11-21 | 2015-03-24 | International Business Machines Corporation | Consolidating multiple neurosynaptic cores into one memory |
| US9558443B2 (en) | 2013-08-02 | 2017-01-31 | International Business Machines Corporation | Dual deterministic and stochastic neurosynaptic core circuit |
| US9852006B2 (en) | 2014-03-28 | 2017-12-26 | International Business Machines Corporation | Consolidating multiple neurosynaptic core circuits into one reconfigurable memory block maintaining neuronal information for the core circuits |
| US10410109B2 (en) | 2014-08-25 | 2019-09-10 | International Business Machines Corporation | Peripheral device interconnections for neurosynaptic systems |
| WO2019152308A1 (en) * | 2018-01-30 | 2019-08-08 | D5Ai Llc | Self-organizing partially ordered networks |
| US10832137B2 (en) | 2018-01-30 | 2020-11-10 | D5Ai Llc | Merging multiple nodal networks |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5148385A (en) * | 1987-02-04 | 1992-09-15 | Texas Instruments Incorporated | Serial systolic processor |
| JP2588195B2 (ja) * | 1987-05-28 | 1997-03-05 | 株式会社東芝 | パルス入力装置 |
| JP2804069B2 (ja) * | 1989-03-10 | 1998-09-24 | 株式会社日立製作所 | 情報処理装置 |
| JPH02310666A (ja) * | 1989-05-25 | 1990-12-26 | Mitsubishi Electric Corp | 半導体神経回路装置 |
| JP3210319B2 (ja) | 1990-03-01 | 2001-09-17 | 株式会社東芝 | ニューロチップおよびそのチップを用いたニューロコンピュータ |
| JP3369213B2 (ja) * | 1991-05-08 | 2003-01-20 | キャタピラー インコーポレイテッド | ニューロン回路網に用いるプロセッサー及び処理要素 |
| US6894639B1 (en) * | 1991-12-18 | 2005-05-17 | Raytheon Company | Generalized hebbian learning for principal component analysis and automatic target recognition, systems and method |
| US5278945A (en) * | 1992-01-10 | 1994-01-11 | American Neuralogical, Inc. | Neural processor apparatus |
| US5404556A (en) * | 1992-06-15 | 1995-04-04 | California Institute Of Technology | Apparatus for carrying out asynchronous communication among integrated circuits |
| US5920852A (en) * | 1996-04-30 | 1999-07-06 | Grannet Corporation | Large memory storage and retrieval (LAMSTAR) network |
| JPH1091605A (ja) * | 1997-05-09 | 1998-04-10 | Hitachi Ltd | 情報処理装置 |
| CN1240007C (zh) * | 1997-06-11 | 2006-02-01 | 南加州大学 | 用于神经网络中的信号处理的动态突触 |
| US6516309B1 (en) * | 1998-07-17 | 2003-02-04 | Advanced Research & Technology Institute | Method and apparatus for evolving a neural network |
-
1999
- 1999-10-15 GB GBGB9924310.7A patent/GB9924310D0/en not_active Ceased
-
2000
- 2000-10-16 JP JP2001532486A patent/JP4931311B2/ja not_active Expired - Fee Related
- 2000-10-16 EP EP00968107A patent/EP1224619B1/en not_active Expired - Lifetime
- 2000-10-16 AU AU78065/00A patent/AU7806500A/en not_active Abandoned
- 2000-10-16 AT AT00968107T patent/ATE457503T1/de not_active IP Right Cessation
- 2000-10-16 WO PCT/GB2000/003957 patent/WO2001029766A2/en not_active Ceased
- 2000-10-16 US US10/110,477 patent/US7457787B1/en not_active Expired - Fee Related
- 2000-10-16 DE DE60043824T patent/DE60043824D1/de not_active Expired - Lifetime
- 2000-10-16 ES ES00968107T patent/ES2338751T3/es not_active Expired - Lifetime
Also Published As
| Publication number | Publication date |
|---|---|
| EP1224619B1 (en) | 2010-02-10 |
| DE60043824D1 (de) | 2010-03-25 |
| ATE457503T1 (de) | 2010-02-15 |
| WO2001029766A2 (en) | 2001-04-26 |
| EP1224619A2 (en) | 2002-07-24 |
| JP2003512683A (ja) | 2003-04-02 |
| US7457787B1 (en) | 2008-11-25 |
| AU7806500A (en) | 2001-04-30 |
| ES2338751T3 (es) | 2010-05-12 |
| GB9924310D0 (en) | 1999-12-15 |
| WO2001029766A3 (en) | 2002-04-25 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| KR102592146B1 (ko) | 시냅스 가중치 학습을 위한 뉴런 회로, 시스템 및 방법 | |
| JP4931311B2 (ja) | ニューラルネットワーク素子 | |
| Rao | Bayesian computation in recurrent neural circuits | |
| US20190138900A1 (en) | Neuron circuit, system, and method with synapse weight learning | |
| CN114595874B (zh) | 一种基于动态神经网络的超短期电力负荷预测方法 | |
| US20180075345A1 (en) | Spatio-temporal spiking neural networks in neuromorphic hardware systems | |
| CN111340194B (zh) | 脉冲卷积神经网络神经形态硬件及其图像识别方法 | |
| US11080592B2 (en) | Neuromorphic architecture for feature learning using a spiking neural network | |
| Qiao et al. | A neuromorphic-hardware oriented bio-plausible online-learning spiking neural network model | |
| CN111783973A (zh) | 一种面向液体状态机计算的神经形态处理器及设备 | |
| KR20200108173A (ko) | 스파이킹 뉴럴 네트워크에 대한 연산량을 감소시키는 stdp 기반의 뉴로모픽 연산처리장치 | |
| CN115222794A (zh) | 一种基于脉冲神经网络的视觉重建方法、装置、存储介质及终端 | |
| CN113723594A (zh) | 一种脉冲神经网络目标识别方法 | |
| CN116663623A (zh) | 类脑突触学习方法及类脑技术的神经形态硬件系统 | |
| CN113627603B (zh) | 在芯片中实现异步卷积的方法、类脑芯片及电子设备 | |
| CN113269113A (zh) | 人体行为识别方法、电子设备和计算机可读介质 | |
| CN112598119A (zh) | 一种面向液体状态机的神经形态处理器片上存储压缩方法 | |
| CN115204350A (zh) | 脉冲神经网络的训练方法和训练装置 | |
| US20230206066A1 (en) | Spiking neural network | |
| KR102191346B1 (ko) | 버스트 스파이크에 기반한 스파이킹 신경망 생성 방법 및 스파이킹 신경망 기반 추론 장치 | |
| CN119378618B (zh) | 一种基于近似计算的可在线学习神经形态处理器 | |
| Clarkson et al. | Generalization in probabilistic RAM nets | |
| CN115545178B (zh) | 一种减小脉冲神经网络神经元计算次数的硬件实现方法 | |
| CN117350345A (zh) | 一种融合神经形态与通用计算的可重构处理器及执行方法 | |
| CN113011572B (zh) | 一种轴突变化量确定方法和装置、权重处理方法和装置 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20070926 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20070926 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20110201 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20110427 |
|
| A602 | Written permission of extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A602 Effective date: 20110510 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20110527 |
|
| A02 | Decision of refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A02 Effective date: 20110628 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20111027 |
|
| A911 | Transfer to examiner for re-examination before appeal (zenchi) |
Free format text: JAPANESE INTERMEDIATE CODE: A911 Effective date: 20111212 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20120117 |
|
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20120214 |
|
| R150 | Certificate of patent or registration of utility model |
Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| FPAY | Renewal fee payment (event date is renewal date of database) |
Free format text: PAYMENT UNTIL: 20150224 Year of fee payment: 3 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| LAPS | Cancellation because of no payment of annual fees |