BR112017002368A2 - neurônios artificiais e neurônios pulsantes com modulação de pulsos assíncronos - Google Patents
neurônios artificiais e neurônios pulsantes com modulação de pulsos assíncronosInfo
- Publication number
- BR112017002368A2 BR112017002368A2 BR112017002368A BR112017002368A BR112017002368A2 BR 112017002368 A2 BR112017002368 A2 BR 112017002368A2 BR 112017002368 A BR112017002368 A BR 112017002368A BR 112017002368 A BR112017002368 A BR 112017002368A BR 112017002368 A2 BR112017002368 A2 BR 112017002368A2
- Authority
- BR
- Brazil
- Prior art keywords
- neurons
- pulse modulation
- asynchronous pulse
- pulsed
- artificial
- 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
- G06N3/049—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
- G06N3/045—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
- G06N3/0499—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
- G06N3/06—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
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- General Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Neurology (AREA)
- Image Analysis (AREA)
- Transmission Systems Not Characterized By The Medium Used For Transmission (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201462035192P | 2014-08-08 | 2014-08-08 | |
| US14/522,348 US20160042271A1 (en) | 2014-08-08 | 2014-10-23 | Artificial neurons and spiking neurons with asynchronous pulse modulation |
| PCT/US2015/039396 WO2016022241A1 (en) | 2014-08-08 | 2015-07-07 | Artificial neurons and spiking neurons with asynchronous pulse modulation |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| BR112017002368A2 true BR112017002368A2 (pt) | 2017-12-05 |
Family
ID=55264313
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| BR112017002368A BR112017002368A2 (pt) | 2014-08-08 | 2015-07-07 | neurônios artificiais e neurônios pulsantes com modulação de pulsos assíncronos |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US20160042271A1 (enExample) |
| EP (1) | EP3178039A1 (enExample) |
| JP (1) | JP2017529592A (enExample) |
| KR (1) | KR20170041724A (enExample) |
| CN (1) | CN106575378A (enExample) |
| BR (1) | BR112017002368A2 (enExample) |
| SG (1) | SG11201610615QA (enExample) |
| WO (1) | WO2016022241A1 (enExample) |
Families Citing this family (28)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10726337B1 (en) * | 2015-04-30 | 2020-07-28 | Hrl Laboratories, Llc | Method and apparatus for emulation of neuromorphic hardware including neurons and synapses connecting the neurons |
| FR3050050B1 (fr) * | 2016-04-11 | 2021-10-15 | Univ De Lille 1 | Neurone artificiel |
| US10713562B2 (en) | 2016-06-18 | 2020-07-14 | International Business Machines Corporation | Neuromorphic memory circuit |
| US11741352B2 (en) * | 2016-08-22 | 2023-08-29 | International Business Machines Corporation | Area and power efficient implementation of resistive processing units using complementary metal oxide semiconductor technology |
| US11238337B2 (en) * | 2016-08-22 | 2022-02-01 | Applied Brain Research Inc. | Methods and systems for implementing dynamic neural networks |
| CN106897768B (zh) * | 2017-01-25 | 2020-04-21 | 清华大学 | 神经网络信息发送方法和系统 |
| US9934838B1 (en) | 2017-05-10 | 2018-04-03 | International Business Machines Corporation | Pulse shaping unit cell and array for symmetric updating |
| US10956811B2 (en) * | 2017-07-31 | 2021-03-23 | Intel Corporation | Variable epoch spike train filtering |
| US11216723B2 (en) * | 2017-08-11 | 2022-01-04 | Syntiant | Pulse-width modulated multiplier |
| JP6293963B1 (ja) * | 2017-08-31 | 2018-03-14 | Tdk株式会社 | ニューロモルフィック素子を含むアレイの制御装置、離散化ステップサイズの演算方法およびプログラム |
| US11593623B2 (en) * | 2017-12-22 | 2023-02-28 | Intel Corporation | Spiking neural network accelerator using external memory |
| US20190206417A1 (en) * | 2017-12-28 | 2019-07-04 | Knowles Electronics, Llc | Content-based audio stream separation |
| JP6569755B1 (ja) | 2018-03-06 | 2019-09-04 | Tdk株式会社 | ニューラルネットワーク装置、信号生成方法およびプログラム |
| CN109039980B (zh) * | 2018-07-12 | 2020-09-25 | 北京大学 | 一种时空脉冲阵列信号进行量化的方法 |
| US11232352B2 (en) | 2018-07-17 | 2022-01-25 | Hewlett Packard Enterprise Development Lp | Memristor spiking architecture |
| WO2020077215A1 (en) * | 2018-10-11 | 2020-04-16 | Google Llc | Temporal coding in leaky spiking neural networks |
| WO2020115746A1 (en) * | 2018-12-04 | 2020-06-11 | Technion Research & Development Foundation Limited | Delta-sigma modulation neurons for high-precision training of memristive synapses in deep neural networks |
| US11593629B2 (en) * | 2019-03-18 | 2023-02-28 | SiliconIntervention Inc. | Hybrid delta modulator as neuron with memory |
| CN118468107A (zh) | 2019-07-25 | 2024-08-09 | 智力芯片有限责任公司 | 数字尖峰卷积神经网络系统和执行卷积的计算机实施方法 |
| US11727252B2 (en) * | 2019-08-30 | 2023-08-15 | International Business Machines Corporation | Adaptive neuromorphic neuron apparatus for artificial neural networks |
| US11599799B1 (en) * | 2019-09-17 | 2023-03-07 | Rockwell Collins, Inc. | Digital signal processing with neural networks |
| KR102795609B1 (ko) * | 2019-11-25 | 2025-04-15 | 삼성전자주식회사 | 뉴로모픽 장치 및 이를 포함하는 뉴로모픽 시스템 |
| JP7271463B2 (ja) * | 2020-03-06 | 2023-05-11 | 株式会社東芝 | シナプス回路およびニューラルネットワーク装置 |
| US12511523B2 (en) | 2020-06-05 | 2025-12-30 | Electronics And Telecommunications Research Institute | Data processing device of spike neural network and data processing method thereof |
| US20210209473A1 (en) * | 2021-03-25 | 2021-07-08 | Intel Corporation | Generalized Activations Function for Machine Learning |
| US20230376736A1 (en) * | 2022-05-23 | 2023-11-23 | International Business Machines Corporation | Neuron circuits for spiking neural networks |
| CN115169547B (zh) * | 2022-09-09 | 2022-11-29 | 深圳时识科技有限公司 | 神经形态芯片及电子设备 |
| CN116306857B (zh) * | 2023-05-18 | 2023-07-18 | 湖北大学 | 一种基于神经元膜高低电位采样的脉冲电路 |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2008042900A2 (en) * | 2006-10-02 | 2008-04-10 | University Of Florida Research Foundation, Inc. | Pulse-based feature extraction for neural recordings |
| WO2008151137A2 (en) * | 2007-06-01 | 2008-12-11 | The Trustees Of Columbia University In The City Of New York | Real-time time encoding and decoding machines |
| WO2009006405A1 (en) * | 2007-06-28 | 2009-01-08 | The Trustees Of Columbia University In The City Of New York | Multi-input multi-output time encoding and decoding machines |
| FR2919931A1 (fr) * | 2007-08-08 | 2009-02-13 | Thales Sa | Procede et dispositif pour determiner la reponse impulsionnelle de canaux de propagation impliquant des emetteurs, des reflecteurs et des capteurs fixes ou mobiles |
| US8756183B1 (en) * | 2010-06-14 | 2014-06-17 | Hrl Laboratories, Llc | System for representing, storing, and reconstructing an input signal |
| US8515885B2 (en) * | 2010-10-29 | 2013-08-20 | International Business Machines Corporation | Neuromorphic and synaptronic spiking neural network with synaptic weights learned using simulation |
| US8473439B2 (en) * | 2010-12-08 | 2013-06-25 | International Business Machines Corporation | Integrate and fire electronic neurons |
| US8595157B2 (en) * | 2011-06-02 | 2013-11-26 | Hrl Laboratories, Llc | High-order time encoder based neuron circuit using a hysteresis quantizer, a one bit DAC, and a second order filter |
| US9367797B2 (en) * | 2012-02-08 | 2016-06-14 | Jason Frank Hunzinger | Methods and apparatus for spiking neural computation |
| US9412041B1 (en) * | 2012-06-29 | 2016-08-09 | Brain Corporation | Retinal apparatus and methods |
| WO2014011907A2 (en) * | 2012-07-13 | 2014-01-16 | The Trustees Of Columbia University In The City Of New York | Systems and methods for identification of spike-processing circuits |
-
2014
- 2014-10-23 US US14/522,348 patent/US20160042271A1/en not_active Abandoned
-
2015
- 2015-07-07 SG SG11201610615QA patent/SG11201610615QA/en unknown
- 2015-07-07 BR BR112017002368A patent/BR112017002368A2/pt not_active Application Discontinuation
- 2015-07-07 KR KR1020177003315A patent/KR20170041724A/ko not_active Withdrawn
- 2015-07-07 EP EP15742437.5A patent/EP3178039A1/en not_active Ceased
- 2015-07-07 JP JP2017506732A patent/JP2017529592A/ja active Pending
- 2015-07-07 WO PCT/US2015/039396 patent/WO2016022241A1/en not_active Ceased
- 2015-07-07 CN CN201580042543.2A patent/CN106575378A/zh active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| JP2017529592A (ja) | 2017-10-05 |
| SG11201610615QA (en) | 2017-02-27 |
| EP3178039A1 (en) | 2017-06-14 |
| WO2016022241A1 (en) | 2016-02-11 |
| KR20170041724A (ko) | 2017-04-17 |
| CN106575378A (zh) | 2017-04-19 |
| US20160042271A1 (en) | 2016-02-11 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| B06U | Preliminary requirement: requests with searches performed by other patent offices: procedure suspended [chapter 6.21 patent gazette] | ||
| B11B | Dismissal acc. art. 36, par 1 of ipl - no reply within 90 days to fullfil the necessary requirements |