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How deep should be the depth of convolutional neural networks: a backyard dog case study
[article]
2019
arXiv
pre-print
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In the above usecase, the 'backyard dog' problem, the method is capable of drastically reducing the depth of deep learning neural networks, albeit at the cost of mild performance deterioration. ...
The 'backyard dog', implemented by a lean network, should correctly identify members from a limited group of individuals, a 'family', and should distinguish between them. ...
Results Our experiments revealed that in the above usecase, the 'backyard dog' problem, the method is capable of drastically reducing the depth of deep learning neural networks, albeit at the cost of mild ...
arXiv:1805.01516v3
fatcat:go4xyo4jpnacxikma4rthww6xi
How Deep Should be the Depth of Convolutional Neural Networks: a Backyard Dog Case Study
2019
Cognitive Computation
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Our experiments revealed that in the above use case, the 'backyard dog' problem, the method is capable of drastically reducing the depth of deep learning neural networks, albeit at the cost of mild performance ...
The 'backyard dog', implemented by a lean network, should correctly identify members from a limited group of individuals, a 'family', and should distinguish between them. ...
For this task, we propose a technology and an algorithm for constructing a family of the 'backyard dog' networks derived from larger pretrained legacy convolutional neural nets (CNN). ...
doi:10.1007/s12559-019-09667-7
fatcat:rumwvgprifdh5idqukuif6ndle
Non-iterative Learning Approaches and Their Applications
2020
Cognitive Computation
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of the submissions. ...
We would like to thank the editor in chief of the journal, Amir Hussain, for the strong support given when organizing and publishing this special issue; the Journals Editorial Office Assistant, Vincent ...
-In How deep should be the depth of convolutional neural networks: a backyard dog case study, A. N. Gorban, E. Mirkes, and I. ...
doi:10.1007/s12559-020-09720-w
fatcat:gs6m2qozn5fwtef7cbwzh2bpci
Natural-Born Cyborgs: Minds, Technologies, and the Future of Human Intelligence (review)
2004
Canadian journal of sociology
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There is a powerful body of computational work using artificial neural networks, which has begun to show in concrete detail how such increases in problem-solving capacity can be systematically achieved ...
It is often a vexed question how best to think of specific cases. 17 The case of cognitive systems is especially challenging since the requirement-(intuitive enough for noncognitive cases)-of physical ...
doi:10.1353/cjs.2004.0038
fatcat:w4y2rzpakbcgbivjhpsbizvmzu
Transdisciplinary consolidation of financial technologies with knowledge systems
Трансдисциплінарна консолідація фінансових технологій із системами знань
2021
Fìnansi Ukraïni
Трансдисциплінарна консолідація фінансових технологій із системами знань
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Consolidated interaction is carried out in the process of implementing innovative projects. An aggregative model of consolidated interaction is presented. ...
The article describes a cognitive IT technology that provides consolidated interaction with online narrative documents which show various financial technologies. ...
However, deep neural networks are woefully inefficient learners, requiring millions of images to learn how to detect objects. ...
doi:10.33763/finukr2021.11.054
fatcat:edc3aarta5gq7be2wixkynjz7q
The Neural Basis of Human Conscious Existence
2020
Philosophy Study
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Noumena are temporal, logical-sequential, are structures. (2) The precise role of each of two regions BA10, in either of the left/right cerebral hemispheres can be clarified. ...
1) Our thesis is that consciousness (C) is a mechanism, a neural brain mechanism, a dual left/right brain mechanism. ...
dog-eat-dog world of ours. ...
doi:10.17265/2159-5313/2020.01.006
fatcat:k6fezb4w7zczxcaq2bm2jhahxq
Center for nonverbal studies
2003
ChoiceReviews
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a scientific point of view. ...
Every effort has been made to cite their work in the text. Definitions, meanings, and interpretations left uncredited are those of the author. ...
We fear dogs less, even though half of all U.S. children will be bitten by a dog by age 12 (Rovner 1992) . ...
doi:10.5860/choice.40sup-0079
fatcat:zi5s5wxf2nhene2zyhbbhfsulu
Les ressources anthropologiques dans les cyberunivers : un aperçu
2011
Anthropologie et Sociétés
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Some scholars of the history of technology suggest that technological ideas arise out of social networks, which like the neural networks of the brain, only become "active" under external conditions. ...
technology has a long and convoluted 400-year history. ...
doi:10.7202/1006385ar
fatcat:pphomilcd5embcjdoiat6ngfte
Sophia Robot
2021
TDR: The Drama Review
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Since her creation in 2016, Sophia has become the world's most recognized humanoid social robot. Gendered female by creator David Hanson, she is a harbinger of a tomorrow world that is here. ...
She performs at events around the planet as a messenger, celebrity, and ambassador representing the human-technological future. ...
The fenced backyard was also home to eight large-breed dogs Hicks rescued. ...
doi:10.1017/s1054204321000319
fatcat:xcnumgju55c6zdqkeawqmefybe
Maritime Archaeology: A Reader of Substantive and Theoretical Contributions.:Maritime Archaeology: A Reader of Substantive and Theoretical Contributions
2000
American Anthropologist
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The Internet Archive has digitized a microfilm copy of this work. It may be possible to borrow a copy for reading.
“‘Niaux” should be a decorated cave, not “case.” ...
Caste studies, like village stud- ies, fit a particular traditional ideology of what studies of South Asian society should be, while cities and towns do not. ...
doi:10.1525/aa.2000.102.4.911
fatcat:uxjhubut5rdddcopbaq7tumc6y
The Natural Science Underlying Big History
2014
The Scientific World Journal
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Human beings and our cultural inventions are not special, unique, or apart from Nature; rather, we are an integral part of a universal evolutionary process connecting all such complex systems throughout ...
Quantitative models and experimental tests imply that a remarkable simplicity underlies the emergence and growth of complexity for a wide spectrum of known and diverse systems. ...
of cosmic evolution. ...
doi:10.1155/2014/384912
pmid:25032228
pmcid:PMC4086236
fatcat:2nn23qiiifhzrb7av5xq7rrzgy
The Global Performance Art Network: How the Net Works
2018
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I wanted to discover how that network operated. Therefore, this doctoral research project focuses on the question, "What is the operation of the global performance art network? ...
" Network theory forms the overarching theoretical framework, with the additional concepts of trust, community, social capital, and performance art playing a key part in the analysis. ...
When looking at a social network, in most cases, this is a study of a group of people which interact on some level. ...
doi:10.25904/1912/2414
fatcat:74ybv7mucjgjbkm4cjylprq7rm
D1.11- Annual work plan for the fourth year
[article]
2021
Zenodo
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The existing models in this domain reply on probabilistic models such as Support Vector Machines (SVM) or Deep Learning models such as deep convolutional neural networks. ...
case studies. ...
doi:10.5281/zenodo.4897080
fatcat:sle543ekvrhp5fitnkygqerg64
D1.7- Annual work plan for the third year
[article]
2021
Zenodo
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The existing models in this domain reply on probabilistic models such as Support Vector Machines (SVM) or Deep Learning models such as deep convolutional neural networks. ...
Deputy WPL can be nominated. In case any replacement should become necessary, a new WPL will be appointed by partners. ...
: SNapperDB analysis of Ecoli genomes. 4 th quarter: constitution of SNApperDB database for K. pneumoniae and analysis of K pneumoniae genomes and comparison of LINcodes with cgMLST and SNapperDB approaches ...
doi:10.5281/zenodo.4897006
fatcat:jzgzb7f22zgurk6opnyxm4s7le
Whole Issue
2017
Ecozon@
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feelings then: Stop kicking that dog! This is how the Matrix starts! Stop kicking the Matrix! OMG it's sentient! ...
Data must be a citizen because he is capable of friendship, the republican virtue passing the love of warp drive. ...
The reflections presented here should offer a robust basis for future developments in ecocritical game studies such as gendered or animal studies approaches, globalizing perspectives of spatiality, or ...
doi:10.37536/ecozona.2017.8.2.2046
fatcat:w4rk4zgqqzcf3jvklu3ts43szm
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