BR112016022195A2 - Codificação diferencial em redes neurais - Google Patents
Codificação diferencial em redes neuraisInfo
- Publication number
- BR112016022195A2 BR112016022195A2 BR112016022195A BR112016022195A BR112016022195A2 BR 112016022195 A2 BR112016022195 A2 BR 112016022195A2 BR 112016022195 A BR112016022195 A BR 112016022195A BR 112016022195 A BR112016022195 A BR 112016022195A BR 112016022195 A2 BR112016022195 A2 BR 112016022195A2
- Authority
- BR
- Brazil
- Prior art keywords
- differential coding
- neural networks
- coding
- neuron
- activation value
- Prior art date
Links
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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield 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
- G06N3/045—Combinations of networks
- G06N3/0455—Auto-encoder networks; Encoder-decoder 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
- G06N3/049—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
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- 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
- G06N3/048—Activation functions
-
- 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
- G06N3/0495—Quantised networks; Sparse networks; Compressed 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
- 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
- G06N3/098—Distributed learning, e.g. federated learning
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Life Sciences & Earth Sciences (AREA)
- Molecular Biology (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Image Analysis (AREA)
- Compression Of Band Width Or Redundancy In Fax (AREA)
- Compression, Expansion, Code Conversion, And Decoders (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201461969747P | 2014-03-24 | 2014-03-24 | |
| US14/513,155 US20150269481A1 (en) | 2014-03-24 | 2014-10-13 | Differential encoding in neural networks |
| PCT/US2015/021077 WO2015148189A2 (en) | 2014-03-24 | 2015-03-17 | Differential encoding in neural networks |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| BR112016022195A2 true BR112016022195A2 (pt) | 2017-08-15 |
Family
ID=54142454
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| BR112016022195A BR112016022195A2 (pt) | 2014-03-24 | 2015-03-17 | Codificação diferencial em redes neurais |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US20150269481A1 (enExample) |
| EP (1) | EP3123404A2 (enExample) |
| JP (1) | JP2017516192A (enExample) |
| KR (1) | KR20160136381A (enExample) |
| CN (1) | CN107077637B (enExample) |
| BR (1) | BR112016022195A2 (enExample) |
| WO (1) | WO2015148189A2 (enExample) |
Families Citing this family (38)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150379397A1 (en) | 2014-06-28 | 2015-12-31 | Brainchip, Inc. | Secure voice signature communications system |
| US10262259B2 (en) * | 2015-05-08 | 2019-04-16 | Qualcomm Incorporated | Bit width selection for fixed point neural networks |
| US11126913B2 (en) * | 2015-07-23 | 2021-09-21 | Applied Brain Research Inc | Methods and systems for implementing deep spiking neural networks |
| WO2017068490A1 (en) * | 2015-10-23 | 2017-04-27 | Semiconductor Energy Laboratory Co., Ltd. | Semiconductor device and electronic device |
| WO2017132288A1 (en) * | 2016-01-25 | 2017-08-03 | Google Inc. | Generating images using neural networks |
| US10528863B2 (en) | 2016-04-01 | 2020-01-07 | Numenta, Inc. | Feedback mechanisms in sequence learning systems with temporal processing capability |
| KR102399548B1 (ko) * | 2016-07-13 | 2022-05-19 | 삼성전자주식회사 | 뉴럴 네트워크를 위한 방법 및 그 방법을 수행하는 장치 |
| US10949737B2 (en) | 2016-07-13 | 2021-03-16 | Samsung Electronics Co., Ltd. | Method for neural network and apparatus performing same method |
| US11238337B2 (en) * | 2016-08-22 | 2022-02-01 | Applied Brain Research Inc. | Methods and systems for implementing dynamic neural networks |
| US20180121791A1 (en) * | 2016-11-03 | 2018-05-03 | Qualcomm Incorporated | Temporal difference estimation in an artificial neural network |
| CN113537481B (zh) * | 2016-12-30 | 2024-04-02 | 上海寒武纪信息科技有限公司 | 用于执行lstm神经网络运算的装置和运算方法 |
| US20190347541A1 (en) * | 2016-12-30 | 2019-11-14 | Nokia Technologies Oy | Apparatus, method and computer program product for deep learning |
| CN108345939B (zh) * | 2017-01-25 | 2022-05-24 | 微软技术许可有限责任公司 | 基于定点运算的神经网络 |
| US10311339B2 (en) * | 2017-02-14 | 2019-06-04 | Google Llc | Unsupervised learning techniques for temporal difference models |
| JP7019138B2 (ja) * | 2017-02-28 | 2022-02-15 | 国立大学法人電気通信大学 | 符号化装置、符号化方法およびプログラム |
| JP6898778B2 (ja) * | 2017-06-02 | 2021-07-07 | 株式会社日立製作所 | 機械学習システム及び機械学習方法 |
| KR102410820B1 (ko) * | 2017-08-14 | 2022-06-20 | 삼성전자주식회사 | 뉴럴 네트워크를 이용한 인식 방법 및 장치 및 상기 뉴럴 네트워크를 트레이닝하는 방법 및 장치 |
| WO2019040672A1 (en) * | 2017-08-22 | 2019-02-28 | Syntiant | SYSTEMS AND METHODS FOR DETERMINING EFFECTS AT A CIRCUIT LEVEL ON THE PRECISION OF A CLASSIFIER |
| US20190102669A1 (en) * | 2017-09-29 | 2019-04-04 | Intel Corporation | Global and local time-step determination schemes for neural networks |
| US11651199B2 (en) * | 2017-10-09 | 2023-05-16 | Intel Corporation | Method, apparatus and system to perform action recognition with a spiking neural network |
| CN109961133B (zh) * | 2017-12-14 | 2020-04-24 | 中科寒武纪科技股份有限公司 | 集成电路芯片装置及相关产品 |
| CN111164615A (zh) * | 2017-12-15 | 2020-05-15 | 英特尔公司 | 在尖峰神经网络中使用尖峰波进行基于上下文的搜索 |
| CN111149115A (zh) | 2017-12-19 | 2020-05-12 | 英特尔公司 | 用于利用脉冲神经网络的相位差来改变突触权重的设备、系统和方法 |
| US20190034716A1 (en) | 2017-12-28 | 2019-01-31 | Intel Corporation | Privacy-preserving demographics identification |
| US11481583B2 (en) * | 2017-12-28 | 2022-10-25 | Intel Corporation | Algorithm management blockchain |
| US10825201B2 (en) * | 2018-02-20 | 2020-11-03 | Lyft, Inc. | Deep direct localization from ground imagery and location readings |
| KR102091498B1 (ko) * | 2018-06-11 | 2020-03-24 | 고려대학교 산학협력단 | 비지도 학습장치 및 그 학습방법 |
| US11030518B2 (en) * | 2018-06-13 | 2021-06-08 | United States Of America As Represented By The Secretary Of The Navy | Asynchronous artificial neural network architecture |
| US11200484B2 (en) * | 2018-09-06 | 2021-12-14 | International Business Machines Corporation | Probability propagation over factor graphs |
| JP7021052B2 (ja) * | 2018-11-06 | 2022-02-16 | 株式会社東芝 | 製品状態推定装置 |
| US11568248B2 (en) * | 2020-03-31 | 2023-01-31 | Ati Technologies Ulc | Feature reordering based on similarity for improved memory compression transfers during machine learning jobs |
| EP3917087B1 (en) * | 2020-05-26 | 2023-04-19 | Nxp B.V. | Controller and transceiver |
| SE544261C2 (en) | 2020-06-16 | 2022-03-15 | IntuiCell AB | A computer-implemented or hardware-implemented method of entity identification, a computer program product and an apparatus for entity identification |
| US12165046B2 (en) * | 2021-03-16 | 2024-12-10 | International Business Machines Corporation | Enabling hierarchical data loading in a resistive processing unit (RPU) array for reduced communication cost |
| CN113762487B (zh) * | 2021-08-17 | 2023-11-10 | 西北大学 | 基于神经架构搜索及dbn网络的脑功能网络生成方法及系统 |
| CN119053919A (zh) * | 2022-03-02 | 2024-11-29 | 因图伊塞尔公司 | 提供表示第一系统的时间动态的方法、中间件系统、控制器系统、计算机程序产品和非临时性计算机可读存储介质 |
| US20240118923A1 (en) * | 2022-09-28 | 2024-04-11 | Qualcomm Incorporated | Robust scheduling with generative flow networks |
| KR102593930B1 (ko) | 2023-04-18 | 2023-10-25 | 주식회사 한국스크랩 | 친환경 폐 알루미늄 박리 자동화 시스템 |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| IT1272417B (it) * | 1993-04-29 | 1997-06-23 | Alcatel Italia | Metodo per la codifica e decodifica differenziale e relativi circuiti |
| US6185548B1 (en) * | 1998-06-19 | 2001-02-06 | Albert Einstein College Of Medicine Of Yeshiva University | Neural network methods to predict enzyme inhibitor or receptor ligand potency |
| US20010025232A1 (en) * | 1998-10-02 | 2001-09-27 | Klimasauskas Casimir C. | Hybrid linear-neural network process control |
| US7430546B1 (en) * | 2003-06-07 | 2008-09-30 | Roland Erwin Suri | Applications of an algorithm that mimics cortical processing |
| CN1622129A (zh) * | 2004-12-13 | 2005-06-01 | 中国科学院长春光学精密机械与物理研究所 | 人工神经网络的优化方法 |
| KR101326914B1 (ko) * | 2005-11-15 | 2013-11-11 | 베르나데트 가너 | 신경망 훈련 방법 |
| JP4840494B2 (ja) * | 2009-09-16 | 2011-12-21 | 沖電気工業株式会社 | 時系列データ予測ニューラルネットワーク装置 |
| CN101824807A (zh) * | 2010-04-16 | 2010-09-08 | 同济大学 | 一种潮汐河流地区取水口咸潮短期预测方法 |
| CN104346801B (zh) * | 2013-08-02 | 2018-07-20 | 佳能株式会社 | 图像构图评估装置、信息处理装置及其方法 |
| CN103559538A (zh) * | 2013-11-12 | 2014-02-05 | 上海电机学院 | Bp神经网络结构优化方法 |
-
2014
- 2014-10-13 US US14/513,155 patent/US20150269481A1/en not_active Abandoned
-
2015
- 2015-03-17 WO PCT/US2015/021077 patent/WO2015148189A2/en not_active Ceased
- 2015-03-17 JP JP2016558315A patent/JP2017516192A/ja active Pending
- 2015-03-17 KR KR1020167029200A patent/KR20160136381A/ko not_active Withdrawn
- 2015-03-17 CN CN201580015756.6A patent/CN107077637B/zh active Active
- 2015-03-17 EP EP15716612.5A patent/EP3123404A2/en not_active Ceased
- 2015-03-17 BR BR112016022195A patent/BR112016022195A2/pt not_active IP Right Cessation
Also Published As
| Publication number | Publication date |
|---|---|
| CN107077637B (zh) | 2021-07-20 |
| US20150269481A1 (en) | 2015-09-24 |
| JP2017516192A (ja) | 2017-06-15 |
| WO2015148189A2 (en) | 2015-10-01 |
| EP3123404A2 (en) | 2017-02-01 |
| CN107077637A (zh) | 2017-08-18 |
| WO2015148189A3 (en) | 2015-12-17 |
| KR20160136381A (ko) | 2016-11-29 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| B08F | Application dismissed because of non-payment of annual fees [chapter 8.6 patent gazette] |
Free format text: REFERENTE A 5A ANUIDADE. |
|
| B08K | Patent lapsed as no evidence of payment of the annual fee has been furnished to inpi [chapter 8.11 patent gazette] |
Free format text: REFERENTE AO DESPACHO 8.6 PUBLICADO NA RPI 2558 DE 14/01/2020. |
|
| B350 | Update of information on the portal [chapter 15.35 patent gazette] |