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𝙹𝚘𝚑𝚊𝚗<p><a href="https://cr8r.gg/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://cr8r.gg/tags/AIMusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIMusic</span></a> <a href="https://cr8r.gg/tags/%D0%B8%D0%B7%D0%B2%D0%B8%D0%BD%D0%B8%D1%82%D0%B8" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>извинити</span></a> </p><p><a href="https://www.riffusion.com/song/57d39de8-2e83-4e73-aeb4-d444811887cd" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">riffusion.com/song/57d39de8-2e</span><span class="invisible">83-4e73-aeb4-d444811887cd</span></a></p>
Natural Gas Industry B updates<p>This new study introduced a novel neural network, spatial-spectral domain attention network (SSDAN), enhancing the resolution of shale gas reservoir images. <a href="https://mastodon.social/tags/openaccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openaccess</span></a> at <a href="https://www.sciencedirect.com/science/article/pii/S2352854025000257" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sciencedirect.com/science/arti</span><span class="invisible">cle/pii/S2352854025000257</span></a> <a href="https://mastodon.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://mastodon.social/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> <a href="https://mastodon.social/tags/shalegas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shalegas</span></a> <a href="https://mastodon.social/tags/reservoir" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>reservoir</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a></p>
Benjamin Carr, Ph.D. 👨🏻‍💻🧬<p><a href="https://hachyderm.io/tags/AlexNet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AlexNet</span></a>, the <a href="https://hachyderm.io/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> model that started it all, released in <a href="https://hachyderm.io/tags/sourcecode" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sourcecode</span></a> form - for all to download<br>It was the shot heard 'round the world - a <a href="https://hachyderm.io/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> that finally fulfilled decades of theoretical promise. <a href="https://www.zdnet.com/article/alexnet-the-ai-model-that-started-it-all-released-in-source-code-form-for-all-to-download/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">zdnet.com/article/alexnet-the-</span><span class="invisible">ai-model-that-started-it-all-released-in-source-code-form-for-all-to-download/</span></a></p>
𝙹𝚘𝚑𝚊𝚗<p><a href="https://cr8r.gg/tags/%D0%A8%D0%B8%D0%BD%D0%B4%D0%BE%D1%88%D1%81" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Шиндошс</span></a> <a href="https://cr8r.gg/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> </p><p>В <a href="https://cr8r.gg/tags/PowerToys" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PowerToys</span></a> добавили ИИшницу для <a href="https://cr8r.gg/tags/OCR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OCR</span></a> и и преобразования текста. Радостно! (<a href="https://cr8r.gg/tags/%D0%9D%D0%B0%D0%A1%D0%B0%D0%BC%D0%BE%D0%BC%D0%94%D0%B5%D0%BB%D0%B5%D0%9D%D0%B5%D1%82" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>НаСамомДелеНет</span></a>).</p>
Kevin Thomas ✅<p>Last week I posted a tutorial on how a basic <a href="https://defcon.social/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> works under the hood. I also wanted to share my <a href="https://defcon.social/tags/ReverseEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ReverseEngineering</span></a> a <a href="https://defcon.social/tags/GPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GPT</span></a> to help understand the basics of how a GPT works under the hood. <a href="https://github.com/mytechnotalent/RE-GPT" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/mytechnotalent/RE-G</span><span class="invisible">PT</span></a></p>
rdm<p>Recently the Dwarflab app got a very interesting update in the beta stream. But not for telescope control - no this is in the album side. It now has options to upload your images to temporary AWS nodes for automated reprocessing. Star de-trailing, full star removal, and advanced denoising. </p><p>Most of these can be handled by well-known and publicly available neural networks, which is probably what these tiny AWS nodes are running.</p><p>The real fun, though, begins when you combine the results.</p><p>In this shot, I have taken the starless version, and added to it a heavily darkened an contrasted denoised version. This has the effect of reducing the stars, while maintaining the details of the nebula. </p><p>A bit of deblurring and sharpening, and this is the result.</p><p>C72, The Eta Carinae Nebula, Dwarf3, 60x90s@80, OIII/SII filter. Recomposed to reduce stars, and post processed in Google Photos.</p><p><a href="https://aus.social/tags/astrophotography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>astrophotography</span></a> <a href="https://aus.social/tags/astronomy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>astronomy</span></a> <a href="https://aus.social/tags/Astrodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Astrodon</span></a> <a href="https://aus.social/tags/Dwarf3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Dwarf3</span></a> <a href="https://aus.social/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://aus.social/tags/GooglePhotos" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GooglePhotos</span></a> <a href="https://aus.social/tags/SouthernSkies" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SouthernSkies</span></a></p>
PLOS Biology<p>Intercellular interactions between DIP &amp; Dpr proteins coordinate <a href="https://fediscience.org/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> assembly in flies, but what if they're expressed in the same cell? This study shows that DIPs &amp; Dprs can interact in cis, &amp; that the cis/trans balance plays a role in neural development <a href="https://fediscience.org/tags/plosbiology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>plosbiology</span></a> <a href="https://plos.io/3XpRs9f" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">plos.io/3XpRs9f</span><span class="invisible"></span></a></p>
Research in English<p>You can tell a lot about a person by looking into their eyes, more specifically, retinal scans offer non-invasive views of the central nervous and circulatory systems and can diagnose non-ocular diseases like Parkinson's even before symptoms.</p><p><a href="https://researchinenglish.com/article/2025.2/new-retinal-scan-ai-finds-disease-indicators-c53gok7m?utm_source=mastodon&amp;utm_medium=social" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">researchinenglish.com/article/</span><span class="invisible">2025.2/new-retinal-scan-ai-finds-disease-indicators-c53gok7m?utm_source=mastodon&amp;utm_medium=social</span></a></p><p><a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> <a href="https://mastodon.social/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>news</span></a> <a href="https://mastodon.social/tags/eyes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>eyes</span></a> <a href="https://mastodon.social/tags/medicine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>medicine</span></a> <a href="https://mastodon.social/tags/retina" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>retina</span></a> <a href="https://mastodon.social/tags/centralnervoussystem" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>centralnervoussystem</span></a> <a href="https://mastodon.social/tags/retina" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>retina</span></a> <a href="https://mastodon.social/tags/retinascan" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>retinascan</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> <a href="https://mastodon.social/tags/preprint" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>preprint</span></a> <a href="https://mastodon.social/tags/paper" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>paper</span></a></p>
💧🌏 Greg Cocks<p>Earth's Oceans Are Filled With What Scientists Are Calling ‘Dark Vessels’ | Satellite Mapping Reveals Extensive Industrial Activity At Sea<br>--<br><a href="https://www.earth.com/news/dark-vessels-most-industrial-fishing-activity-is-not-publicly-tracked/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">earth.com/news/dark-vessels-mo</span><span class="invisible">st-industrial-fishing-activity-is-not-publicly-tracked/</span></a> &lt;-- shared technical article<br>--<br><a href="https://doi.org/10.1038/s41586-023-06825-8" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1038/s41586-023-068</span><span class="invisible">25-8</span></a> &lt;-- shared paper<br>--<br><a href="https://dialogo-americas.com/articles/chinas-rampant-illegal-fishing-is-endangering-the-environment-and-the-global-economy/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dialogo-americas.com/articles/</span><span class="invisible">chinas-rampant-illegal-fishing-is-endangering-the-environment-and-the-global-economy/</span></a> &lt;-- shared opinion piece<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>satellite</span></a> <a href="https://techhub.social/tags/illegalfishing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>illegalfishing</span></a> <a href="https://techhub.social/tags/tracking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tracking</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/statesponsored" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statesponsored</span></a> <a href="https://techhub.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://techhub.social/tags/darkvessels" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>darkvessels</span></a> <a href="https://techhub.social/tags/GPS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GPS</span></a> <a href="https://techhub.social/tags/transmitters" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transmitters</span></a> <a href="https://techhub.social/tags/AIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIS</span></a> <a href="https://techhub.social/tags/turnedoff" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>turnedoff</span></a> <a href="https://techhub.social/tags/maritime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>maritime</span></a> <a href="https://techhub.social/tags/marine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>marine</span></a> <a href="https://techhub.social/tags/vessels" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>vessels</span></a> <a href="https://techhub.social/tags/foodsecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>foodsecurity</span></a> <a href="https://techhub.social/tags/sustainability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sustainability</span></a> <a href="https://techhub.social/tags/global" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>global</span></a> <a href="https://techhub.social/tags/globalsecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>globalsecurity</span></a> <a href="https://techhub.social/tags/transponders" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transponders</span></a> <a href="https://techhub.social/tags/smuggling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>smuggling</span></a> <a href="https://techhub.social/tags/illegal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>illegal</span></a> <a href="https://techhub.social/tags/commercialfishing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>commercialfishing</span></a> <a href="https://techhub.social/tags/transport" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transport</span></a> <a href="https://techhub.social/tags/energy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>energy</span></a> <a href="https://techhub.social/tags/oil" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>oil</span></a> <a href="https://techhub.social/tags/gas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>gas</span></a> <a href="https://techhub.social/tags/shipping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shipping</span></a> <a href="https://techhub.social/tags/resources" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>resources</span></a> <a href="https://techhub.social/tags/Sentential" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Sentential</span></a> <a href="https://techhub.social/tags/Sentential1" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Sentential1</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/realtime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>realtime</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modeling</span></a> <a href="https://techhub.social/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> <a href="https://techhub.social/tags/accuracy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>accuracy</span></a> <a href="https://techhub.social/tags/radar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>radar</span></a> <a href="https://techhub.social/tags/SAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SAR</span></a> <a href="https://techhub.social/tags/cargoship" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cargoship</span></a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>infrastructure</span></a> <a href="https://techhub.social/tags/ocean" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ocean</span></a> <a href="https://techhub.social/tags/worldwide" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>worldwide</span></a> <a href="https://techhub.social/tags/humanrights" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>humanrights</span></a> <a href="https://techhub.social/tags/MPAs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MPAs</span></a> <a href="https://techhub.social/tags/coast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>coast</span></a> <a href="https://techhub.social/tags/coastal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>coastal</span></a> <a href="https://techhub.social/tags/EEZs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EEZs</span></a> <a href="https://techhub.social/tags/tankers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tankers</span></a> <a href="https://techhub.social/tags/industrial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>industrial</span></a> <a href="https://techhub.social/tags/sea" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sea</span></a> <a href="https://techhub.social/tags/windfarms" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>windfarms</span></a></p>
José A. Alonso<p>Readings shared January 9, 2025. <a href="https://jaalonso.github.io/vestigium/posts/2025/01/09-readings_shared_01-09-25" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">jaalonso.github.io/vestigium/p</span><span class="invisible">osts/2025/01/09-readings_shared_01-09-25</span></a> <a href="https://mathstodon.xyz/tags/ITP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ITP</span></a> <a href="https://mathstodon.xyz/tags/LeanProver" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LeanProver</span></a> <a href="https://mathstodon.xyz/tags/Logic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Logic</span></a> <a href="https://mathstodon.xyz/tags/Math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Math</span></a> <a href="https://mathstodon.xyz/tags/FunctionalProgramming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FunctionalProgramming</span></a> <a href="https://mathstodon.xyz/tags/Haskell" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Haskell</span></a> <a href="https://mathstodon.xyz/tags/JavaScript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>JavaScript</span></a> <a href="https://mathstodon.xyz/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://mathstodon.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mathstodon.xyz/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://mathstodon.xyz/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ChatGPT</span></a></p>
José A. Alonso<p>Mathematics of neural networks (Lecture notes graduate course). ~ Bart M.N. Smets. <a href="https://arxiv.org/abs/2403.04807" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2403.04807</span><span class="invisible"></span></a> <a href="https://mathstodon.xyz/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://mathstodon.xyz/tags/Math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Math</span></a></p>
Alauddin Maulana Hirzan 💻<p>Training 5 different LSTM models with Python3, PyTorch, and FreeBSD. I turned off X to reclaim more resources during model training. Since I did not know how to screen capture in CLI mode, let's settle with phone's camera. <a href="https://mastodon.bsd.cafe/tags/LSTM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LSTM</span></a> <a href="https://mastodon.bsd.cafe/tags/FreeBSD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeBSD</span></a> <a href="https://mastodon.bsd.cafe/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a></p>
Alessandro Torcini<p>Neuronal dynamics can be <a href="https://mastodon.social/tags/balanced" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>balanced</span></a><br>without the need of strong external currents, as usually assumed, here with A. Politi we explain how this can work thanks to <a href="https://mastodon.social/tags/short" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>short</span></a> term <a href="https://mastodon.social/tags/depression" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>depression</span></a> (open access article 2024)</p><p><a href="https://mastodon.social/tags/neuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuroscience</span></a> <a href="https://mastodon.social/tags/computationalneuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computationalneuroscience</span></a> <a href="https://mastodon.social/tags/balance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>balance</span></a> <a href="https://mastodon.social/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> <a href="https://mastodon.social/tags/oscillators" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>oscillators</span></a> </p><p><a href="https://pubs.aip.org/aip/cha/article/34/4/041102/3283544/A-robust-balancing-mechanism-for-spiking-neural" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">pubs.aip.org/aip/cha/article/3</span><span class="invisible">4/4/041102/3283544/A-robust-balancing-mechanism-for-spiking-neural</span></a></p>
amen zwa, esq.<p>Speaking as an <a href="https://mathstodon.xyz/tags/EE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EE</span></a>, I'm vexed that <a href="https://mathstodon.xyz/tags/complex" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>complex</span></a>-valued <a href="https://mathstodon.xyz/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://mathstodon.xyz/tags/CVNN" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CVNN</span></a> didn't take hold outside the <a href="https://mathstodon.xyz/tags/SignalProcessing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SignalProcessing</span></a> community. Sure, there's Liouville's Theorem and other hurdles, but CVNNs are great for all things <a href="https://mathstodon.xyz/tags/wave" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wave</span></a>-like—as in real-life <a href="https://mathstodon.xyz/tags/signals" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>signals</span></a>.</p><p><a href="https://link.springer.com/article/10.1007/s11460-011-0125-3" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">link.springer.com/article/10.1</span><span class="invisible">007/s11460-011-0125-3</span></a></p>
NeurophysicsLab Albrecht Haase<p>New preprint with <span class="h-card" translate="no"><a href="https://universeodon.com/@urihasson" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>urihasson</span></a></span> : <a href="https://biorxiv.org/cgi/content/short/2024.10.11.617548v1" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">biorxiv.org/cgi/content/short/</span><span class="invisible">2024.10.11.617548v1</span></a><br>First <a href="https://mastodon.online/tags/calciumimaging" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>calciumimaging</span></a> of the <a href="https://mastodon.online/tags/honeybee" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>honeybee</span></a> brain during <a href="https://mastodon.online/tags/sleep" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sleep</span></a>. <br><a href="https://mastodon.online/tags/Machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Machinelearning</span></a> distinguishes sleep from wakefulness with 93% accuracy in <a href="https://mastodon.online/tags/olfactory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>olfactory</span></a> network. Clearest difference: the <a href="https://mastodon.online/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> state. Nodes are more synchronized during sleep. <br>A simulation shows reduced inhibitory coupling during sleep, meaning less information processing. Increased inhibition during wakefulness leads to highly distinguishable odour maps. <a href="https://mastodon.online/tags/CIMeC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CIMeC</span></a> <a href="https://mastodon.online/tags/UniTrento" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>UniTrento</span></a></p>
eLife<p>A computational <a href="https://fediscience.org/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> model leverages a simple unsupervised learning principle to account for recent findings on when memories move apart (differentiate) or together (integrate) in the brain. <a href="https://fediscience.org/tags/Neuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Neuroscience</span></a> <a href="https://elifesciences.org/articles/88608?utm_source=mastodon&amp;utm_medium=social&amp;utm_campaign=organic" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">elifesciences.org/articles/886</span><span class="invisible">08?utm_source=mastodon&amp;utm_medium=social&amp;utm_campaign=organic</span></a></p>
Towards Data Science<p>Understanding modern techniques for encoding geographic coordinates in a neural network. Read Ruth Crasto's latest article now.</p><p><a href="https://me.dm/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://me.dm/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a></p><p><a href="https://towardsdatascience.com/geographic-position-encoders-59dafebf6f2d" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">towardsdatascience.com/geograp</span><span class="invisible">hic-position-encoders-59dafebf6f2d</span></a></p>
𝗝𝗼𝗵𝗮𝗻<p><a href="https://aipub.social/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://aipub.social/tags/AIArt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIArt</span></a> <a href="https://aipub.social/tags/DALLE3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DALLE3</span></a></p><p>2024_09_24. <a href="https://aipub.social/tags/prompt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>prompt</span></a>: Sleepy morning cat 😪</p>
ƧƿѦςɛ♏ѦਹѤʞ<p><a href="https://mastodon.social/tags/TrolleyProblem" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TrolleyProblem</span></a> <a href="https://mastodon.social/tags/psychology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>psychology</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/NeuralNetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuralNetwork</span></a> <a href="https://mastodon.social/tags/meme" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>meme</span></a></p>
Laurent Perrinet<ul><li>Quantitative results assessing the role of <a href="https://neuromatch.social/tags/homeostasis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>homeostasis</span></a> in the <a href="https://neuromatch.social/tags/unsuperviseelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>unsuperviseelearning</span></a> of <a href="https://neuromatch.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatiotemporal</span></a> <a href="https://neuromatch.social/tags/patterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>patterns</span></a> and the performance of the <a href="https://neuromatch.social/tags/neuralnetwork" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuralnetwork</span></a> on different <a href="https://neuromatch.social/tags/datasets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datasets</span></a> : Poker-DVS, N-MNIST and DVS Gesture for different precisions of the temporal and spatial information.</li></ul><p>Here, we display the performance of the algorithm on the DVSgesture dataset. For this gesture recognition task, the online HOTS accuracy remains close to the chance level for about 100 events. More evidence needs to be accumulated, and then the accuracy increases monotonically, outperforming the previous method after about 10.000 events (at an average of 9.3% of the number of events in the sample) :</p>