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检索条件"主题词=Sparse Distributed Memory"
29 条 记 录,以下是1-10 订阅
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sparse distributed memory for Binary sparse distributed Representations  2022
Sparse Distributed Memory for Binary Sparse Distributed Repr...
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7th International Conference on Machine Learning Technologies (ICMLT)
作者: Vdovychenko, Ruslan Tulchinsky, Vadim Natl Acad Sci Ukraine VM Glushkov Inst Cybernet Kiev Ukraine
sparse distributed memory (SDM) and Binary distributed Representations (BDR), as two phenomenological approaches to biological memory modelling, have a lot of common features. The idea of their integration in a hybrid... 详细信息
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In-memory Computing Architectures for sparse distributed memory
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IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2016年 第4期10卷 855-863页
作者: Kang, Mingu Shanbhag, Naresh R. Univ Illinois Coordinated Sci Lab Urbana IL 61801 USA
This paper presents an energy-efficient and high-throughput architecture for sparse distributed memory (SDM)-a computational model of the human brain [1]. The proposed SDM architecture is based on the recently propose... 详细信息
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Energy-efficient and High Throughput sparse distributed memory Architecture
Energy-efficient and High Throughput Sparse Distributed Memo...
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IEEE International Symposium on Circuits and Systems (ISCAS)
作者: Kang, Mingu Kim, Eric P. Keel, Min-sun Shanbhag, Naresh R. Univ Illinois Dept Elect & Comp Engn 1406 W Green St Urbana IL 61801 USA
This paper presents an energy-efficient VLSI implementation of sparse distributed memory (SDM). High throughput and energy-efficient Hamming distance-based address decoder (CM-DEC) is proposed by employing compute mem... 详细信息
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Analogical Mapping with sparse distributed memory: A Simple Model that Learns to Generalize from Examples
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COGNITIVE COMPUTATION 2014年 第1期6卷 74-88页
作者: Emruli, Blerim Sandin, Fredrik Lulea Univ Technol EISLAB S-97187 Lulea Sweden
We present a computational model for the analogical mapping of compositional structures that combines two existing ideas known as holistic mapping vectors and sparse distributed memory. The model enables integration o... 详细信息
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Integer sparse distributed memory: Analysis and results
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NEURAL NETWORKS 2013年 46卷 144-153页
作者: Snaider, Javier Franklin, Stan Strain, Steve George, E. Olusegun Univ Memphis Dept Comp Sci Memphis TN 38152 USA Univ Memphis Inst Intelligent Syst Memphis TN 38152 USA Univ Memphis Dept Biomed Engn Memphis TN 38152 USA Univ Memphis Dept Math Sci Memphis TN 38152 USA
sparse distributed memory is an auto-associative memory system that stores high dimensional Boolean vectors. Here we present an extension of the original SDM, the Integer SDM that uses modular arithmetic integer vecto... 详细信息
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SDM-Go: an Agent for Go with an Improved Search Process Based on Monte-Carlo Tree Search and sparse distributed memory
SDM-Go: an Agent for Go with an Improved Search Process Base...
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IEEE 16th International Conference on Computational Science and Engineering (CSE)
作者: Aguiar, Matheus Araujo Silva Julia, Rita Maria Univ Fed Uberlandia Dept Comp Sci BR-38400 Uberlandia MG Brazil
This paper describes the player agent for Go named SDM-Go. It uses sparse distributed memory (SDM) as an additional resource to improve the classical Monte-Carlo (MC) simulation based search used by many current top p... 详细信息
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Volume Signaling and Neural-Indexing by Nitric Oxide in Artificial Neural Networks
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IEEE ACCESS 2022年 10卷 82246-82258页
作者: Fernandez-Lopez, Pablo Garcia-Baez, Patricio Cabrera-Leon, Ylermi Navarro-Mesa, Juan L. Suarez-Araujo, Carmen Paz Univ Las Palmas Gran Canaria Inst Cybernet Sci & Technol IUCTC Las Palmas Gran Canaria 35017 Spain Univ La Laguna Dept Comp Engn & Syst San Cristobal De Laguna 38206 Spain Univ Las Palmas Gran Canaria Inst Technol Dev & Innovat Commun IDeTIC Las Palmas Gran Canaria 35017 Spain
We present a computational study whose objective is to show the capacity of the Nitric Oxide (NO) diffusion for information recovery and indexing related to the classical neural architecture sparse distributed memory ... 详细信息
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VSA-based Positional Encoding Can Replace Recurrent Networks in Emergent Symbol Binding  17
VSA-based Positional Encoding Can Replace Recurrent Networks...
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17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy)
作者: Carzaniga, Francesco S. Hersche, Michael Schindler, Kaspar Rahimi, Abbas IBM Res Zurich Ruschlikon Switzerland Bern Univ Bern Univ Hosp Inselspital Dept NeurolSleep Wake Epilepsy Ctr Bern Switzerland Swiss Fed Inst Technol Zurich Switzerland
Variable binding is an open problem in both neuroscience and machine learning relating to how neural circuits combine multiple features into a single entity. Emergent Symbols through Binding in External memory is a re... 详细信息
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A Scalable Cluster-based Hierarchical Hardware Accelerator for a Cortically Inspired Algorithm
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ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS 2021年 第4期17卷 1–29页
作者: Dey, Sumon Baker, Lee Schabel, Joshua Li, Weifu Franzon, Paul D. North Carolina State Univ Raleigh NC 27695 USA
This article describes a scalable, configurable and cluster-based hierarchical hardware accelerator through custom hardware architecture for sparsey, a cortical learning algorithm. sparsey is inspired by the operation... 详细信息
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Analogical mapping and inference with binary spatter codes and sparse distributed memory
Analogical mapping and inference with binary spatter codes a...
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International Joint Conference on Neural Networks
作者: Blerim Emruli Ross W. Gayler Fredrik Sandin EISLAB at the Lule? University of Technology 97187 Lule? Sweden Honorary Associate of La Trobe University Bundoora VIC 3086 Australia
Analogy-making is a key function of human cognition. Therefore, the development of computational models of analogy that automatically learn from examples can lead to significant advances in cognitive systems. Analogie... 详细信息
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