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检索条件"主题词=Autoencoder"
4258 条 记 录,以下是4241-4250 订阅
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Reconstruction of handwritten digit images using autoencoder neural networks
Reconstruction of handwritten digit images using autoencoder...
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Canadian Conference on Electrical and Computer Engineering
作者: Tan, C. C. Eswaran, C. Multimedia Univ Fac Informat Technol Ctr Multimedia & Distributed Comp Cyberjaya 63100 Selangor Malaysia
This paper compares the performances of three types of autoencoder neural networks, namely, the traditional autoencoder with Restricted Boltzmann Machine (RBM), the stacked autoencoder without RBM and the stacked auto... 详细信息
来源: 评论
Reconstruction and recognition of face and digit images using autoencoders
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NEURAL COMPUTING & APPLICATIONS 2010年 第7期19卷 1069-1079页
作者: Tan, Chun Chet Eswaran, C. Multimedia Univ Fac Informat Technol Cyberjaya 63100 Selangor Malaysia
This paper presents techniques for image reconstruction and recognition using autoencoders. Experiments are conducted to compare the performances of three types of autoencoder neural networks based on their efficiency... 详细信息
来源: 评论
One-class document classification via Neural Networks
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NEUROCOMPUTING 2007年 第7-9期70卷 1466-1481页
作者: Manevitz, Larry Yousef, Malik Univ Haifa Dept Comp Sci Haifa Israel Univ Oxford Inst Math Dept Expt Psychol Oxford England Univ Penn Wistar Inst Philadelphia PA USA
Automated document retrieval and classification is of central importance in many contexts;our main motivating goal is the efficient classification and retrieval of "interests" on the internet when only posit... 详细信息
来源: 评论
Auto-associative neural network system for recognition
Auto-associative neural network system for recognition
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6th International Conference on Machine Learning and Cybernetics
作者: Zeng, Xian-Hua Luo, Si-Wei Wang, Jiao Beijing Jiaotong Univ Sch Comp & Informat Technol Beijing 100044 Peoples R China
Recently, a nonlinear dimension reduction technique, called autoencoder, had been proposed. It can efficiently carry out mappings in both directions between the original data and low-dimensional code space. However, a... 详细信息
来源: 评论
AUTO-ASSOCIATIVE NEURAL NETWORK SYSTEM FOR RECOGNITION
AUTO-ASSOCIATIVE NEURAL NETWORK SYSTEM FOR RECOGNITION
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2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)
作者: XIAN-HUA ZENG SI-WEI LUO JIAO WANG School of Computer and Information Technology Beijing Jiaotong University Beijing 100044 China Sc School of Computer and Information Technology Beijing Jiaotong University Beijing 100044 China
Recently, a nonlinear dimension reduction technique, called autoencoder, had been *** can efficiently carry out mappings in both directions between the original data and low-dimensional code ***, a single autoencoder ... 详细信息
来源: 评论
Model of MT and MST areas using an autoencoder
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PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2003年 第1-4期322卷 531-545页
作者: Katayama, K Ando, M Horiguchi, T Tohoku Univ GSIS Dept Math & Comp Sci Sendai Miyagi 9808579 Japan Tohoku Univ Elect Commun Res Inst Sendai Miyagi 9808577 Japan
We propose a model for a system with middle temporal neurons and medial superior temporal (MST) neurons by using a three-layered autoencoder. Noise effect is taken into account by using the framework of statistical ph... 详细信息
来源: 评论
Viewpoint independent face recognition by competition of the viewpoint dependent classifiers
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NEUROCOMPUTING 2003年 第4期51卷 181-195页
作者: Kurita, T Takahashi, T Natl Inst Adv Ind Sci & Technol Neurosci Res Inst Tsukuba Ibaraki 3058568 Japan Ryukoku Univ Fac Sci & Technol Otsu Shiga 5202194 Japan
This paper proposes a viewpoint invariant face recognition method in which several viewpoint dependent classifiers are combined by a gating network. The gating network is designed as autoencoder with competitive hidde... 详细信息
来源: 评论
Advances in volume encoding clinical data
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DRUG INFORMATION JOURNAL 1999年 第4期33卷 1079-1092页
作者: Pitts, K Jelliffe, K Benson, L Astra Pharmaceut LP Drug Dev Informat Technol Wayne PA 19087 USA Astra Pharmaceut LP Clin Operat & Prod Safety Wayne PA 19087 USA
In the pharmaceutical industry, there are a variety of organizational and process approaches to coding and classifying patient delta. In any pharmaceutical development structure, automated coding of patient clinical d... 详细信息
来源: 评论
A constrained generative model applied to face detection
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NEURAL PROCESSING LETTERS 1997年 第2期5卷 73-81页
作者: Feraud, R Bernier, O Collobert, D FRANCE TELECOM CNETTECHNOPOLE ANTICIPATNTRIOLABF-22307 LANNIONFRANCE
A generative neural network model, constrained by non-face examples chosen by an iterative algorithm, is applied to fact: detection. To improve the generalization ability of the model, another constraint based on the ... 详细信息
来源: 评论
Modeling the manifolds of images of handwritten digits
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IEEE TRANSACTIONS ON NEURAL NETWORKS 1997年 第1期8卷 65-74页
作者: Hinton, GE Dayan, P Revow, M Department of Computer Science University of Toronto Toronto ONT Canada Center for Biological and Computational Learning Department of Brain and Cognitive Sciences Massachusetts Institute of Technology Cambridge MA USA
This paper describes two new methods for modeling the manifolds of digitized images of handwritten digits. The models allow a priori information about the structure of the manifolds to be combined with empirical data.... 详细信息
来源: 评论