ITP OpenIR  > 理论物理所科研产出  > SCI论文
Huang, HP; Zhou, HJ; Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.
Counting solutions from finite samplings
发表期刊PHYSICAL REVIEW E
语种英语
关键词Neural Population Cortical Networks Entropy Couplings States
摘要We formulate the solution counting problem within the framework of the inverse Ising problem and use fast belief propagation equations to estimate the entropy whose value provides an estimate of the true one. We test this idea on both diluted models [random 2-SAT (2-satisfiability) and 3-SAT problems] and a fully connected model (binary perceptron), and show that when the constraint density is small, this estimate can be very close to the true value. The information stored by the salamander retina under the natural movie stimuli can also be estimated, and our result is consistent with that obtained by the Monte Carlo method. Of particular significance is that the sizes of other metastable states for this real neuronal network are predicted.
2012
ISSN1539-3755
卷号85期号:2页码:26118
学科领域Physics
收录类别SCI
项目资助者NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010] ; NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010] ; NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010] ; NSFC [10834014]; 973-Program [2007CB935903]; Research Grants Council of Hong Kong [HKUST 605010]
引用统计
被引频次:4[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.itp.ac.cn/handle/311006/15156
专题理论物理所科研产出_SCI论文
通讯作者Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.
推荐引用方式
GB/T 7714
Huang, HP,Zhou, HJ,Huang, HP . Counting solutions from finite samplings[J]. PHYSICAL REVIEW E,2012,85(2):26118.
APA Huang, HP,Zhou, HJ,&Huang, HP .(2012).Counting solutions from finite samplings.PHYSICAL REVIEW E,85(2),26118.
MLA Huang, HP,et al."Counting solutions from finite samplings".PHYSICAL REVIEW E 85.2(2012):26118.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Counting solutions f(684KB) 开放获取使用许可请求全文
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Huang, HP]的文章
[Zhou, HJ]的文章
[Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.]的文章
百度学术
百度学术中相似的文章
[Huang, HP]的文章
[Zhou, HJ]的文章
[Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.]的文章
必应学术
必应学术中相似的文章
[Huang, HP]的文章
[Zhou, HJ]的文章
[Huang, HP (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100190, Peoples R China.]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。