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Simple model for sequence prediction based on dendritic spatiotemporal integration

Viacheslav M. Osaulenko
<span title="2018-12-18">2018</span> <i title="Kyiv Politechnic Institute"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6krv6bxnsjem7adihxsktjxv64" style="color: black;">Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï</a> </i> &nbsp;
Such a capacity results in a biologically unrealistic high number of synapses, much more than 100×100.  ...  We show that with using sparse distributed representation and tracking activity of the network in a certain time window it is possible to achieve a high capacity prediction system.  ...  Furthermore, it is more biologically plausible since uses local learning rule.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20535/srit.2308-8893.2018.4.11">doi:10.20535/srit.2308-8893.2018.4.11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/liem7rlywvasrp5xba2j37fp3m">fatcat:liem7rlywvasrp5xba2j37fp3m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428223933/http://journal.iasa.kpi.ua/article/download/143211/151385" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/a9/e3a932361202f0977b4695387bfd81584d05dc72.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20535/srit.2308-8893.2018.4.11"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

HOMEOSTATIC LEARNING RULE FOR ARTIFICIAL NEURAL NETWORKS

Martin Ruzek
<span title="">2018</span> <i title="Czech Technical University in Prague - Central Library"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pdm5r35z65fkvamed4nxpeyqqy" style="color: black;">Neural Network World</a> </i> &nbsp;
This article presents an improvement of learning algorithm for an artificial neural network that makes the learning process more similar to a biological neuron, but still simple enough to be easily programmed  ...  The tests proved the viability of this concept -the learning process is slower; but has other advantages, such as resistance against catastrophic interference or higher generalization.  ...  The evaluation was based on 3 criteria: speed, generalization and capacity of learning.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14311/nnw.2018.28.011">doi:10.14311/nnw.2018.28.011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/co6ped5zj5eunehuu6vhniytzu">fatcat:co6ped5zj5eunehuu6vhniytzu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307030930/http://nnw.cz/doi/2018/NNW.2018.28.011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fc/33/fc339d196a448ea23247a1dd21c79f4e10a37df6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14311/nnw.2018.28.011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Delta Learning Rule for the Active Sites Model [article]

Krishna Chaithanya Lingashetty
<span title="2010-07-02">2010</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We then, extend the recently proposed Active Sites model by developing a delta rule to increase memory capacity.  ...  This paper reports the results on methods of comparing the memory retrieval capacity of the Hebbian neural network which implements the B-Matrix approach, by using the Widrow-Hoff rule of learning.  ...  Introduction The motivation for studying neural networks comes from the fact that computers have been unable to generate intelligent behavior similar to that of biological organisms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1007.0417v1">arXiv:1007.0417v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lcxytqvubna6pmt6skdhtzshx4">fatcat:lcxytqvubna6pmt6skdhtzshx4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200906155159/https://arxiv.org/ftp/arxiv/papers/1007/1007.0417.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/40/7c/407ceecdd2ed627be7d69e033d7b73fa6724189e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1007.0417v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Theory of Generative Deep Learning : Probe Landscape of Empirical Error via Norm Based Capacity Control [article]

Wendi Xu, Ming Zhang
<span title="2018-10-03">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our theoretical advance in interpretation of the training dynamic is achieved from both mathematical and biological sides.  ...  However, most theoretical endeavor is devoted in discriminative deep learning case, whose complementary part is generative deep learning.  ...  Decoders in machine translation and image caption "generate" the target language from codes, decoders in image denoising and image super resolution also "generate" the image from its representations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.01622v1">arXiv:1810.01622v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z45ygd2gvrcsfhliyo6asukcu4">fatcat:z45ygd2gvrcsfhliyo6asukcu4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191020082036/https://arxiv.org/pdf/1810.01622v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c6/b3/c6b35bdedcf42fd03dcdd9da5f56adaab618c0ce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.01622v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences

Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Jason Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus
<span title="2021-04-05">2021</span> <i title="Proceedings of the National Academy of Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nvtuoas5pbdsllkntnhizy4f4q" style="color: black;">Proceedings of the National Academy of Sciences of the United States of America</a> </i> &nbsp;
The resulting model contains information about biological properties in its representations. The representations are learned from sequence data alone.  ...  In the field of artificial intelligence, a combination of scale in data and model capacity enabled by unsupervised learning has led to major advances in representation learning and statistical generation  ...  The resulting model contains information about biological properties in its representations. The representations are learned from sequence data alone.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.2016239118">doi:10.1073/pnas.2016239118</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33876751">pmid:33876751</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8053943/">pmcid:PMC8053943</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3bdyww5e75csbazdbf3ur4vcfu">fatcat:3bdyww5e75csbazdbf3ur4vcfu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210525105837/https://www.pnas.org/content/pnas/118/15/e2016239118.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cc/db/ccdba46f9dc9a80b320252967bf8fdaf0bb8933e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.2016239118"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8053943" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Neural Network Capacity for Multilevel Inputs [article]

Matt Stowe, Subhash Kak
<span title="2013-07-30">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper examines the memory capacity of generalized neural networks.  ...  It is shown that the capacity can be much increased when multilevel inputs are used.  ...  However, in any model there will be some generalization and abstraction from the actual biological neuron.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1307.8104v1">arXiv:1307.8104v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/merr2oe52nhobdmijn7tm2pvoq">fatcat:merr2oe52nhobdmijn7tm2pvoq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200828073238/https://arxiv.org/ftp/arxiv/papers/1307/1307.8104.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2f/7a/2f7ac734d488d214afe3eb706cc871bd394c5a3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1307.8104v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Learning Criticality in an Embodied Boltzmann Machine [article]

Miguel Aguilera, Manuel G. Bedia
<span title="2017-02-02">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we present a learning model driving an embodied Boltzmann Machine towards critical behaviour by maximizing the heat capacity of the network.  ...  Finally, we discuss the potential of our learning model to study the contribution of criticality to the behaviour of embodied living systems in scenarios not necessarily constrained by biological restrictions  ...  biological organisms, linking experimental evidence and data-driven models with conceptual models exploring general mechanisms offering general explanations of the mechanisms driving the behaviour of these  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1702.00614v1">arXiv:1702.00614v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/on253vkgbjespf3fttvscvkhyq">fatcat:on253vkgbjespf3fttvscvkhyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191018190507/https://arxiv.org/pdf/1702.00614v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/00/1d/001de6de11106ac8edc7e8d1b19821a11f901079.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1702.00614v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Returning language to culture by way of biology

Bjorn Merker
<span title="">2009</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/x2ambsfei5cjthmwpdat4t5jza" style="color: black;">Behavioral and Brain Sciences</a> </i> &nbsp;
It is a dedicated learning capacity missing in all other primates -our ape relatives included -but essential for every word and sentence we know how to pronounce, namely the capacity to learn to reproduce  ...  As repeatedly urged by students of birdsong (Marler 1970; Nottebohm 1975; Doupé & Kuhl 1999) , this distinctive capacity of ours for vocal learning holds the biological key to the singularity of human  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0140525x09990707">doi:10.1017/s0140525x09990707</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r7gaifrvi5g6zfzeiikownbasa">fatcat:r7gaifrvi5g6zfzeiikownbasa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810143013/http://www.pathsplitter.net/ul/1001018d3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/42/54/42541ecf76a663278e0e6218a7cdd9bf5b5733e5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0140525x09990707"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> cambridge.org </button> </a>

The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data [article]

Christian Tsvetkov, Gaurav Malhotra, Benjamin D Evans, Jeffrey S Bowers
<span title="2022-04-01">2022</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Convolutional neural networks (CNNs) are often described as promising models of human vision, yet they show many differences from human abilities.  ...  We focus on a superhuman capacity of top-performing CNNs, namely, their ability to learn very large datasets of random patterns.  ...  Acknowledgements This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (Grant Agreement No. 741134).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2022.03.31.486580">doi:10.1101/2022.03.31.486580</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aidffihaznecfcx4v3lfmrutuy">fatcat:aidffihaznecfcx4v3lfmrutuy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220422220959/https://www.biorxiv.org/content/biorxiv/early/2022/04/01/2022.03.31.486580.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/57/77/57772dc551d434a228c6bf96063460a8e57136c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2022.03.31.486580"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

Eco-evo-devo and iterated learning: towards an integrated approach in the light of niche construction

José Segovia-Martín, Sergio Balari
<span title="2020-07-26">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/acfjbjmmb5fargtjbbc7adq3ju" style="color: black;">Biology &amp; Philosophy</a> </i> &nbsp;
We use the concept of niche construction to connect evolutionary developmental accounts for sensory guided motor capacities and cultural evolution guided by iterated learning models.  ...  This integrated theoretical model aims to build bridges between biological and cultural approaches.  ...  Acknowledgements This paper has benefitted from a grant of the Spanish Government (FEDER/ Ministerio de Ciencia, Innovación y Universidades -Agencia Estatal de Investigación) (Ref.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10539-020-09761-3">doi:10.1007/s10539-020-09761-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tnk7bsrmrvgh3omqqzizvykwyq">fatcat:tnk7bsrmrvgh3omqqzizvykwyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108032829/https://link.springer.com/content/pdf/10.1007/s10539-020-09761-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/13/4f/134f6fcf45a4291173968218badec5e4cf4d9597.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10539-020-09761-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Cultural Evolution in a Population of Neural Networks [chapter]

Daniele Denaro, Domenico Parisi
<span title="">1997</span> <i title="Springer London"> Neural Nets WIRN VIETRI-96 </i> &nbsp;
Cultural transmission of behaviors from one generation to the next via imitation learning leads to the progressive deterioration of performance across generations.  ...  In biological evolution variants are inherited genotypes that are transmitted from parents to offspring.  ...  A model of learning from others Following Hutchins and Hazelhurst (1995), we adopt the following model of learning from others (imitation learning).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4471-0951-8_7">doi:10.1007/978-1-4471-0951-8_7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/alrao543hza2tmxndisypvue54">fatcat:alrao543hza2tmxndisypvue54</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060510125351/http://www.domenicoparisi.it/Publications/1996CultEvol.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/b8/76b82bab8c41f60e30d6de627033953dba7c0475.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4471-0951-8_7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

An anti-Hebbian model of familiarity discrimination in the perirhinal cortex

Rafal Bogacz, Malcolm W. Brown
<span title="">2003</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bby322qx6ndsje4ypr56c7nnly" style="color: black;">Neurocomputing</a> </i> &nbsp;
All previously published models of familiarity discrimination in the perirhinal cortex are based on Hebbian learning. Here we present a biologically plausible model based on anti-Hebbian learning.  ...  (up to thousands of times) and hence a crucially higher e ciency than models based on Hebbian learning.  ...  In this abstract we present a biologically plausible familiarity discrimination network based on anti-Hebbian learning, that achieves much higher capacity than networks based on Hebbian learning when the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0925-2312(02)00738-5">doi:10.1016/s0925-2312(02)00738-5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bpzzd6drsbbwtjmdxqg7zi6eve">fatcat:bpzzd6drsbbwtjmdxqg7zi6eve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812085419/http://www.mrcbndu.ox.ac.uk/sites/default/files/pdf_files/An%20anti-Hebbian%20model%20of%20familiarity_0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/4a/104a65b05fd0ee4482d72ce7e3863ce5be1dcc3d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0925-2312(02)00738-5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

The Nature of Culture: an eight-grade model for the evolution and expansion of cultural capacities in hominins and other animals

Miriam Noël Haidle, Michael Bolus, Mark Collard, Nicholas Conard, Duilio Garofoli, Marlize Lombard, April Nowell, Claudio Tennie, Andrew Whiten
<span title="2015-07-20">2015</span> <i title="Instituto Italiano di Antropologia"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tzulze5jazgyxel4lnbtada27q" style="color: black;">Journal of Anthropological Sciences</a> </i> &nbsp;
Here we present a model that, in broad terms, aims to explain the evolution and portray the expansion of human cultural capacities (the EECC model), that can be used as a point of departure for further  ...  Each of these grades is considered within evolutionary-biological and historical-social trajectories.  ...  Acknowledgements The authors thank the German Research Foundation DFG for the support of the initial Tübingen symposium at which the development of an integrated model of the expansion of cultural capacities  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4436/jass.93011">doi:10.4436/jass.93011</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26196109">pmid:26196109</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jq4hcgneszdfjcevuayecgsywa">fatcat:jq4hcgneszdfjcevuayecgsywa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320055211/https://research-repository.st-andrews.ac.uk/bitstream/handle/10023/7209/Whiten_2015_JAS_NatureCulture_CC.pdf;sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cb/ef/cbefc74de0591c6c95528e410902fbf1f0bcd996.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4436/jass.93011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Why build a virtual brain? Large-scale neural simulations as jump start for cognitive computing

Matteo Colombo
<span title="2016-02-22">2016</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/t5mpusqpirhnjlrcurxdscrpl4" style="color: black;">Journal of experimental and theoretical artificial intelligence (Print)</a> </i> &nbsp;
Cognitive computing systems have three characteristic capacities: the capacity to learn from experience, the capacity to deal effectively with uncertainty and the capacity to extract useful information  ...  That is, the relationship between the model-network and its neurobiological target was not isomorphic; it was a similarity relation, which can be sufficient to allow scientists to learn from computer simulations  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/0952813x.2016.1148076">doi:10.1080/0952813x.2016.1148076</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rvycy7bbrfea5m6db5uugprl2e">fatcat:rvycy7bbrfea5m6db5uugprl2e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719071227/https://pure.uvt.nl/ws/files/17263407/Why_build_a_virtual_brain_Colombo.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/79/6b/796b2a56f3d4b1c15d1125d79ae8915929fda5f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/0952813x.2016.1148076"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> tandfonline.com </button> </a>

The Roles of Evolution in the Social Sciences: Is Biology Ballistic?

Bradley Franks
<span title="2013-10-25">2013</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4woded52xvha5pobkevnbjybli" style="color: black;">Journal for the Theory of Social Behaviour</a> </i> &nbsp;
The contrary view-that evolutionary and social factors are interdependent in the generation of social psychological capacities-is proposed as a consequence.  ...  Such views cluster around a set of intuitions that suggest that evolution's role is "ballistic": it constitutes a starting point for mind that has been, and is, superseded by the role of culture and social  ...  The process is cultural, however, in that it involves social learning, and in particular from plausible role models.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/jtsb.12043">doi:10.1111/jtsb.12043</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fveduxclkjhqvgh2tvpfsidhsi">fatcat:fveduxclkjhqvgh2tvpfsidhsi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921204405/http://eprints.lse.ac.uk/59220/1/Franks_Roles-of-evolution-in-social-sciences_2013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9c/3f/9c3fc62f36137ee6492ae211aaed13c12be3e582.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/jtsb.12043"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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