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Bio-inspired visual attention for silicon retinas based on spiking neural networks applied to pattern classification [article]

Amélie Gruel, Jean Martinet
<span title="2021-05-31">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Visual attention can be defined as the behavioral and cognitive process of selectively focusing on a discrete aspect of sensory cues while disregarding other perceivable information.  ...  Therefore, they make for a suitable candidate for the efficient processing and classification of incoming event patterns measured by silicon retinas.  ...  Abstract-Visual attention can be defined as the behavioral and cognitive process of selectively focusing on a discrete aspect of sensory cues while disregarding other perceivable information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.14753v1">arXiv:2105.14753v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iwpob5wx6bc6tpjpzee6jz5ija">fatcat:iwpob5wx6bc6tpjpzee6jz5ija</a> </span>
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BITPNet: Unsupervised Bio-Inspired Two-Path Network for Nighttime Traffic Image Enhancement

Pengjie Tao, Hulin Kuang, Yansong Duan, Liang Zhong, Wu Qiu
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Long Chen for providing the nighttime traffic image dataset used for training.  ...  CONCLUSIONS This study proposes a novel unsupervised bio-inspired twopath network for nighttime traffic image enhancement.  ...  ARCHITECTURE OF THE PROPOSED BITPNET Inspired by the two parallel visual paths in the retina of the early visual system, we propose a bio-inspired two-path net- work using RGB images as inputs for nighttime  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3022393">doi:10.1109/access.2020.3022393</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/amsj4f2qenb2lpuq4zaf5p3s6i">fatcat:amsj4f2qenb2lpuq4zaf5p3s6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107234404/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09187604.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/dc/97/dc97e17687a62a7ff3991abdc29948ad1e01b037.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3022393"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Applications and Evaluations of Bio-Inspired approaches in Cloud Security: A Review

Md Manjurul Ahsan, Kishor Datta Gupta, Abhijit Kumar Nag, Subash Pouydal, Abbas Z. Kouzani, M A Parvez Mahmud
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Therefore, this study provides an overview of bio-inspired algorithms application and evaluations, taking into account cloud security challenges,  ...  Bio-inspired algorithms' adaptability allows many researchers and practitioners to utilize them to solve many security-related cloud computing issues.  ...  While keeping the data access speed at a feasible level, there is always a risk of confidential information leakages.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3027841">doi:10.1109/access.2020.3027841</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f4ufhhyuivfinjraxe2whjdo4a">fatcat:f4ufhhyuivfinjraxe2whjdo4a</a> </span>
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Bio-Inspired Attentive Segmentation of Retinal OCT imaging [article]

Mou-Cheng Xu, Georgios Lazaridis, Saman Sadeghi Afgeh, David Garway-Heath
<span title="2020-08-14">2020</span> <i title="Cold Spring Harbor Laboratory"> biorxiv/medrxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we propose a novel method to segment all retinal layers, tailored to the bio-topological OCT geometry.  ...  In this way, the most discriminative retinal features are generated in a robust manner, while long-range pixel dependencies across spatial locations are efficiently captured.  ...  Methods Bio-Inspired Attentive Segmentation OCT images have a very specific geometry, where layers and retinal boundaries are oriented along the horizontal and vertical directions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.08.13.20174250">doi:10.1101/2020.08.13.20174250</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4kygbg3zjjhzzlod73op32uom4">fatcat:4kygbg3zjjhzzlod73op32uom4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428120328/https://discovery.ucl.ac.uk/id/eprint/10120437/1/OMIA2020-2.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/e6/db/e6db48c935d578357c170bf88c55181d156c2a95.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.08.13.20174250"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

Bio-inspired model with dual visual pathways for human action recognition

Bolun Cai, Xiangmin Xu, Chunmei Qing
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nnpiyqdr6zabfpp6rbpxi3uowi" style="color: black;">2014 9th International Symposium on Communication Systems, Networks &amp; Digital Sign (CSNDSP)</a> </i> &nbsp;
In this paper, a novel bio-inspired model based spatio-temporal interesting points (BIM-STIP) framework is proposed.  ...  Moreover, unlike existing bio-inspired model for action recognition with a single pathway, a dual pathway joint model with dorsal stream and ventral stream is constructed.  ...  In this paper, a bio-inspired model based spatio-temporal interesting points (BIM-STIP) framework is proposed for human action recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csndsp.2014.6923838">doi:10.1109/csndsp.2014.6923838</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/csndsp/CaiXQ14.html">dblp:conf/csndsp/CaiXQ14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uw55ho53greyfpmvxeszwylhei">fatcat:uw55ho53greyfpmvxeszwylhei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180204235134/http://caibolun.github.io:80/papers/BIM_STIP.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/a0/69/a0697a0430335428cf3e7fcb506142ae81fe9224.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/csndsp.2014.6923838"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Privacy-Preserving Cloud Computing: Ecosystem, Life Cycle, Layered Architecture and Future Roadmap [article]

Saeed Ahmadi
<span title="2022-04-23">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper helps to identify existing trends by establishing a layered architecture along with a life cycle and an ecosystem for privacy-preserving cloud systems in addition to identifying the existing  ...  This survey paper on privacy-preserving cloud computing can help pave the way for future research in related areas.  ...  Bio-inspired AI In [370] , bio-inspired representation learning is said to combine low-level contrast and high-level semantic features in order to generate a visual attention map.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.11120v1">arXiv:2204.11120v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tx75pckegjgqxg6tiibptiazbi">fatcat:tx75pckegjgqxg6tiibptiazbi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220502185514/https://arxiv.org/pdf/2204.11120v1.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/33/55/3355967a28481b816b4758119c72fa923bf988fa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.11120v1" 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>

Exploring the Applications of Bio-Eco Architecture for Sustainable Design and Construction process

M. M. Naguib,M, A. M Hanafi
<span title="2013-04-01">2013</span> <i title="European Center of Sustainable Development"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/klm4vag3ijbw5b6wjmlmv5si64" style="color: black;">European Journal of Sustainable Development</a> </i> &nbsp;
performance of buildings as well as in the naturalecological architectural solutions, thus, this paper will focus on bio-inspired architectureapproach which embraces the eco-friendly practices of sustainable  ...  It has been commonly noted that the main perception of nature influenced forms isbasically aesthetic while little concern is given to the importance of inspiring from naturein the construction and structural  ...  This paper will focus on bio-inspired architectural design which achieves sustainable and ecological design.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14207/ejsd.2013.v2n4p85">doi:10.14207/ejsd.2013.v2n4p85</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uqcyq7yjjjd7dh3eehknjrf7ua">fatcat:uqcyq7yjjjd7dh3eehknjrf7ua</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200403014825/http://ecsdev.org/ojs/index.php/ejsd/article/download/82/76" 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/7e/04/7e0438053344fa960cfab6a4c74034e17482fbf8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14207/ejsd.2013.v2n4p85"> <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>

MirrorNet: Bio-Inspired Camouflaged Object Segmentation

Jinnan Yan, Trung-Nghia Le, Khanh-Duy Nguyen, Minh-Triet Tran, Thanh-Toan Do, Tam V. Nguyena
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
In this paper, we propose a novel bio-inspired network, named the MirrorNet, that leverages both instance segmentation and bio-inspired attack stream for the camouflaged object segmentation.  ...  Differently from existing networks for segmentation, our proposed network possesses two segmentation streams: the main stream and the bio-inspired attack stream corresponding with the original image and  ...  ACKNOWLEDGMENT The authors gratefully acknowledge the support of NVIDIA with the donation of GPU used for this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3064443">doi:10.1109/access.2021.3064443</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3mqj5euadncc7mo26w5o5fyawe">fatcat:3mqj5euadncc7mo26w5o5fyawe</a> </span>
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Soft Realization: a Bio-inspired Implementation Paradigm [article]

Hamid Reza Mahdiani (Computer Science and Engineering Department, Shahid Beheshti University, Tehran, IRAN-Institute for Cognitive and Brain Science, Shahid Beheshti University, Tehran, Iran), Mahdi Nazm Bojnordi, Sied Mehdi Fakhraie (Electrical and Computer Engineering Department, University of Tehran, Tehran, IRAN)
<span title="2018-12-20">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This article examines Soft Realization, a novel bio-inspired approach to design and implementation of an important category of applications noticing the internal brain structure.  ...  The proposed paradigm mitigates major weaknesses of hard realization by (1) alleviating incompatibilities with today's soft and bio-inspired algorithms such as artificial neural networks, fuzzy systems  ...  Acknowledgements We would like to thank profeesor Caro Lucas (RIP) for his helpful discussions and advice, as well as his kind and great support during establishmnet of the Soft realization idea foundations  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1812.08430v1">arXiv:1812.08430v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/voc6sqpsjfa5hn2tztw5vq3ef4">fatcat:voc6sqpsjfa5hn2tztw5vq3ef4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829043743/https://arxiv.org/ftp/arxiv/papers/1812/1812.08430.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/ed/ba/edba2d7d21186ee8dc9edf54e515a6cdaa62f075.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1812.08430v1" 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>

Bio-IR-M: A Multi-Paradigm Modelling for Bio-Inspired Multi-Agent Systems

Djamel Zeghida, Djamel Meslati, Nora Bounour
<span title="2018-09-30">2018</span> <i title="Slovenian Association Informatika"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w2vs4367uvgttdfo3ce3gi6rbe" style="color: black;">Informatica (Ljubljana, Tiskana izd.)</a> </i> &nbsp;
In this paper, our contribution aims to propose a generic multi-paradigms model for bio-inspired systems.  ...  In a general context, bio-inspired systems are carried out with ad hoc design models or with a one target feature MAS model. Consequently, these works suffer from two weaknesses.  ...  In this paper we focus on the modelling issue. We show the interest of a dedicated multi-paradigm model for bio-inspired multi-agent systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31449/inf.v42i3.1516">doi:10.31449/inf.v42i3.1516</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ermfe6m5uba7fezu7oyssdxaqa">fatcat:ermfe6m5uba7fezu7oyssdxaqa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200209041451/http://www.informatica.si/index.php/informatica/article/download/1516/1206" 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/9b/4b/9b4b86f1cd4eb874c2f86665423c12f6cfa785be.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31449/inf.v42i3.1516"> <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>

Sharpness recognition based on synergy between bio-inspired nociceptors and tactile mechanoreceptors

Adel Parvizi-Fard, Nima Salimi-Nezhad, Mahmood Amiri, Egidio Falotico, Cecilia Laschi
<span title="2021-01-22">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tnqhc2x2aneavcd3gx5h7mswhm" style="color: black;">Scientific Reports</a> </i> &nbsp;
In the present study, we propose a bio-inspired tactile system with a population of 23 digital afferents: 12 RA-I, 6 SA-I, and 5 nociceptors.  ...  AbstractTouch and pain sensations are complementary aspects of daily life that convey crucial information about the environment while also providing protection to our body.  ...  Acknowledgements The authors would like to thank the esteemed reviewers for their insightful and helpful comments. M. A would like to thank Prof. Nitish Thakor for his valuable discussion. M. A, A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41598-021-81199-3">doi:10.1038/s41598-021-81199-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33483529">pmid:33483529</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3265gb6ru5cljftazktnidpywu">fatcat:3265gb6ru5cljftazktnidpywu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429050233/https://www.nature.com/articles/s41598-021-81199-3.pdf?error=cookies_not_supported&amp;code=248861dd-7106-4a9c-81d0-dda2bf2cd2d6" 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/54/2c/542cabdd2d74819edc60cfaffe8689aa5cc193c0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41598-021-81199-3"> <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>

Disentangled Lifespan Face Synthesis [article]

Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang
<span title="2021-08-13">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The generated face image given a target age code is expected to be age-sensitive reflected by bio-plausible transformations of shape and texture, while being identity preserving.  ...  Critically, two transformation modules, one conditional convolution based and the other channel attention based, are designed for modeling the nonlinear shape and texture feature transformations respectively  ...  The generated face image given a target age code is expected to be agesensitive reflected by bio-plausible transformations of shape and texture, while being identity preserving.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.02874v2">arXiv:2108.02874v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/djxn4yaysvf7zb2lulryptydhy">fatcat:djxn4yaysvf7zb2lulryptydhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210819154540/https://arxiv.org/pdf/2108.02874v2.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/0e/37/0e37a7258d2a6a9f6ee42023e75a7dce7d629941.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.02874v2" 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>

A Trust-Based Energy-Efficient and Reliable Communication Scheme (Trust-Based ERCS) for Remote Patient Monitoring in Wireless Body Area Networks

Gulzar Mehmood, Muhammad Zahid Khan, Abdul Waheed, Mahdi Zareei, Ehab Mahmoud Mohamed
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
To ensure reliability, a cooperative communication approach is used, while for privacy preservation, a cryptography mechanism is used.  ...  VOLUME 8, 2020 This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/  ...  [13] proposed a privacy preservation blockchain method for edge computing know as Trust Chain.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428210311/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09133561.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/f8/ee/f8ee1bddd3ad81aefa489bc7a1e03bd2695d6194.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3007405"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Bio-inspired Structure Identification in Language Embeddings [article]

Hongwei Zhou, Oskar Elek, Pranav Anand, Angus G. Forbes
<span title="2020-09-15">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present a series of explorations using bio-inspired methodology to traverse and visualize word embeddings, demonstrating evidence of discernible structure.  ...  We show that our bio-inspired model can be used to investigate how different word embedding techniques result in different semantic outputs, which can emphasize or obscure particular interpretations in  ...  We intend to develop a concrete mathematical characterization of these two concepts -something that is needed to automatically extract them and explore to what extent is this information semantically meaningful  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.02459v2">arXiv:2009.02459v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xhwcrws2mndjzmoicvsk24f3ja">fatcat:xhwcrws2mndjzmoicvsk24f3ja</a> </span>
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Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects [article]

Bing Wei, Yudi Zhao, Kuangrong Hao, Lei Gao
<span title="2021-09-08">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Through this survey, it will provide a comprehensive reference for research in this direction.  ...  Computational models inspired by visual perception have the characteristics of complexity and diversity, as they come from many subjects such as cognition science, information science, and artificial intelligence  ...  which are deeply bio-inspired.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.03391v1">arXiv:2109.03391v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xtgda2x6azd2laun45tqfj77gi">fatcat:xtgda2x6azd2laun45tqfj77gi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210914155123/https://arxiv.org/ftp/arxiv/papers/2109/2109.03391.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/3d/94/3d945cf1b65213d2ab5c67bb98ecd0b8a1f4ce19.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.03391v1" 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>
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