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检索条件"任意字段=Conference on Neural Network and Distributed Processing"
2988 条 记 录,以下是211-220 订阅
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distributed dual averaging in networks
Distributed dual averaging in networks
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24th Annual conference on neural Information processing Systems 2010, NIPS 2010
作者: Duchi, John C. Agarwal, Alekh Wainwright, Martin J. Department of Electrical Engineering and Computer Science University of California Berkeley Berkeley CA 94720-1776 United States Department of Statistics University of California Berkeley Berkeley CA 94720-1776 United States
The goal of decentralized optimization over a network is to optimize a global objective formed by a sum of local (possibly nonsmooth) convex functions using only local computation and communication. We develop and ana... 详细信息
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Experimental comparison between SBC and FPGA for embedded neural network acceleration
Experimental comparison between SBC and FPGA for embedded ne...
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IEEE International conference on Communications (IEEE ICC)
作者: Tamburello, Marialaura Caruso, Giuseppe Adami, Davide Giordano, Stefano Univ Pisa Dept Informat Engn Pisa Italy Univ Pisa CNIT Pisa Italy
Recent impressive growth of AI applications in the most diversified heterogeneous domains is largely motivated by the availability of hardware accelerators used from the backstage of data centers (such as TPU, Tensor ... 详细信息
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Attention Approximates Sparse distributed Memory  35
Attention Approximates Sparse Distributed Memory
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35th conference on neural Information processing Systems (NeurIPS)
作者: Bricken, Trenton Pehlevan, Cengiz Harvard Univ Syst Synthet & Quantitat Biol Cambridge MA 02138 USA Harvard Univ Appl Math Cambridge MA 02138 USA
While Attention has come to be an important mechanism in deep learning, there remains limited intuition for why it works so well. Here, we show that Transformer Attention can be closely related under certain data cond... 详细信息
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Modular neural system for machine cognition
Modular neural system for machine cognition
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International Joint conference on neural networks (IJCNN'2000)
作者: Haikonen, Pentti O.A. Nokia Research Cent Finland
As a step towards thinking machines a modular neural architecture for an artificial cognitive system is presented. This system is designed to reproduce inner imagery and inner speech and to emulate cognitive functions... 详细信息
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distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity  36
Distributed Optimization for Overparameterized Problems: Ach...
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36th conference on neural Information processing Systems (NeurIPS)
作者: Song, Bingqing Tsaknakis, Ioannis Yau, Chung-Yiu Wai, Hoi-To Hong, Mingyi Univ Minnesota Dept ECE Minneapolis MN 55455 USA Chinese Univ Hong Kong Dept SEEM Hong Kong Peoples R China
Decentralized optimization are playing an important role in applications such as training large machine learning models, among others. Despite its superior practical performance, there has been some lack of fundamenta... 详细信息
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Finite Precision Implementation of Random Vector Functional-Link networks  22
Finite Precision Implementation of Random Vector Functional-...
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2017 22nd International conference on Digital Signal processing (DSP)
作者: Rosato, Antonello Altilio, Rosa Panella, Massimo Univ Roma La Sapienza Dept Informat Engn Elect & Telecommun Via Eudossiana 18 I-00184 Rome Italy
The increasing amount of data to be processed coming from multiple sources, as in the case of sensor networks, and the need to cope with constraints of security and privacy, make necessary the use of computationally e... 详细信息
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Acceleration in distributed Sparse Regression  36
Acceleration in Distributed Sparse Regression
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36th conference on neural Information processing Systems (NeurIPS)
作者: Maros, Marie Scutari, Gesualdo Purdue Univ Sch Ind Engn W Lafayette IN 47907 USA
We study acceleration for distributed sparse regression in high-dimensions, which allows the parameter size to exceed and grow faster than the sample size. When applicable, existing distributed algorithms employing ac... 详细信息
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Parallel distributed implementation of the shortest path algorithm
Parallel distributed implementation of the shortest path alg...
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Proceedings of 1993 International Joint conference on neural networks. Part 2 (of 3)
作者: Zhao, Songhe Dillon, T.S. La Trobe Univ Bundoora
neural network (or Parallel distributed processing) models have been shown to have some potential for solving optimization problems. Most formulations result in NP-complete problems and solutions rely on energy based ... 详细信息
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Learning a hierarchical belief network of independent factor analyzers
Learning a hierarchical belief network of independent factor...
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12th Annual conference on neural Information processing Systems (NIPS)
作者: Attias, H Univ Calif San Francisco Sloan Ctr Theoret Neurobiol San Francisco CA 94143 USA
Many belief networks have been proposed that are composed of binary units. However, for tasks such as object and speech recognition which produce real-valued data, binary network models are usually inadequate. Indepen... 详细信息
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Extracting Features from Both the INput and the Output of a Convolutional neural network to Detect distributed Denial of Service Attacks  17
Extracting Features from Both the INput and the Output of a ...
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17th IEEE International conference on Cognitive Informatics and Cognitive Computing (ICCI*CC)
作者: Ghanbari, Maryam Kinsner, Witold Univ Manitoba Dept Elect & Comp Engn Winnipeg MB Canada
distributed Denial-of-Service (DDoS) attacks are serious threats to a smart grid infrastructure services' availability, and can cause massive blackouts. This study describes an anomaly detection method for improvi... 详细信息
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