JP7386462B2 - 演算装置および学習済みモデル - Google Patents

演算装置および学習済みモデル Download PDF

Info

Publication number
JP7386462B2
JP7386462B2 JP2021555926A JP2021555926A JP7386462B2 JP 7386462 B2 JP7386462 B2 JP 7386462B2 JP 2021555926 A JP2021555926 A JP 2021555926A JP 2021555926 A JP2021555926 A JP 2021555926A JP 7386462 B2 JP7386462 B2 JP 7386462B2
Authority
JP
Japan
Prior art keywords
neural network
input
variance
layer
probability distribution
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.)
Active
Application number
JP2021555926A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2021095361A5 (https=
JPWO2021095361A1 (https=
Inventor
佑樹 前
敬文 金森
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Denso Corp
Tokyo Institute of Technology NUC
Original Assignee
Denso Corp
Tokyo Institute of Technology NUC
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Denso Corp, Tokyo Institute of Technology NUC filed Critical Denso Corp
Publication of JPWO2021095361A1 publication Critical patent/JPWO2021095361A1/ja
Publication of JPWO2021095361A5 publication Critical patent/JPWO2021095361A5/ja
Application granted granted Critical
Publication of JP7386462B2 publication Critical patent/JP7386462B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • 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
    • 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]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
JP2021555926A 2019-11-11 2020-09-17 演算装置および学習済みモデル Active JP7386462B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2019203988 2019-11-11
JP2019203988 2019-11-11
PCT/JP2020/035254 WO2021095361A1 (ja) 2019-11-11 2020-09-17 演算装置および学習済みモデル

Publications (3)

Publication Number Publication Date
JPWO2021095361A1 JPWO2021095361A1 (https=) 2021-05-20
JPWO2021095361A5 JPWO2021095361A5 (https=) 2022-07-07
JP7386462B2 true JP7386462B2 (ja) 2023-11-27

Family

ID=75912167

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021555926A Active JP7386462B2 (ja) 2019-11-11 2020-09-17 演算装置および学習済みモデル

Country Status (2)

Country Link
JP (1) JP7386462B2 (https=)
WO (1) WO2021095361A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114648652B (zh) * 2022-03-14 2025-04-11 北京计算机技术及应用研究所 一种利用卷积神经网络和正交变换计算图像哈希值的方法
JP7457752B2 (ja) 2022-06-15 2024-03-28 株式会社安川電機 データ分析システム、データ分析方法、及びプログラム

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110062871B (zh) * 2016-12-09 2024-01-19 通腾全球信息公司 用于基于视频的定位及映射的方法及系统

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
WEN, Honglin, et al.，"Probabilistic Wind Power Forecasting via Bayesian Deep Learning Based Prediction Intervals"，Proceedings of the 2019 IEEE 17th International Conference on Industrial Informatics (INDIN)，2019年07月25日，Pages 1091-1096，ISBN: 978-1-7281-2927-3, <DOI: 10.1109/INDIN41052.2019.8972125>.

Also Published As

Publication number Publication date
WO2021095361A1 (ja) 2021-05-20
JPWO2021095361A1 (https=) 2021-05-20

Similar Documents

Publication Publication Date Title
KR102734298B1 (ko) 객체 인식 방법 및 장치, 및 인식기 학습 방법 및 장치
US11386307B2 (en) Machine vision system
Jain et al. An automated hyperparameter tuned deep learning model enabled facial emotion recognition for autonomous vehicle drivers
US20230419075A1 (en) Automated Variational Inference using Stochastic Models with Irregular Beliefs
Arnelid et al. Recurrent conditional generative adversarial networks for autonomous driving sensor modelling
KR102306658B1 (ko) 이종 도메인 데이터 간의 변환을 수행하는 gan의 학습 방법 및 장치
Hu et al. A framework for probabilistic generic traffic scene prediction
US11961275B2 (en) Device and method for training a normalizing flow
CN114937261B (zh) 图像识别的方法、装置、介质和设备
US11062141B2 (en) Methods and apparatuses for future trajectory forecast
JP7295338B2 (ja) 証明可能ロバストな深層生成モデルを用いたシステム及び方法
EP4396730B1 (en) Automated variational inference using stochastic models with irregular beliefs
JP7386462B2 (ja) 演算装置および学習済みモデル
JP2021018477A (ja) 情報処理装置、情報処理方法、及びプログラム
CN119272257A (zh) 身份验证方法和装置、电子设备及存储介质
JP2021021978A (ja) 情報処理装置及びプログラム
CN114817933A (zh) 评估业务预测模型鲁棒性的方法、装置及计算设备
US12547879B2 (en) Verification of perception systems
KR101456554B1 (ko) 클래스 확률 출력망에 기초한 불확실성 측도를 이용한 능동학습기능이 구비된 인공인지시스템 및 그 능동학습방법
CN115661560A (zh) 驾驶舱中人脸检测方法、目标检测模型训练方法及装置
EP3786882A1 (en) Movement state recognition model learning device, movement state recognition device, method, and program
Zec et al. Recurrent conditional gans for time series sensor modelling
KR20230065125A (ko) 기계 학습 모델의 트레이닝 방법 및 전자 장치
Al-Falouji et al. A heuristic for an online applicability of anomaly detection techniques
CN111832601A (zh) 状态检测方法、模型训练方法、存储介质和电子设备

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220414

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20220415

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A821

Effective date: 20220414

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20230314

A601 Written request for extension of time

Free format text: JAPANESE INTERMEDIATE CODE: A601

Effective date: 20230510

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20230704

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: 20231010

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20231102

R150 Certificate of patent or registration of utility model

Ref document number: 7386462

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

S533 Written request for registration of change of name

Free format text: JAPANESE INTERMEDIATE CODE: R313533

R350 Written notification of registration of transfer

Free format text: JAPANESE INTERMEDIATE CODE: R350