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#signalpropagation

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Victoria Stuart 🇨🇦 🏳️‍⚧️<p>Absorbing Phase Transitions in Artificial Deep Neural Networks<br><a href="https://arxiv.org/abs/2307.02284" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2307.02284</span><span class="invisible"></span></a></p><p>To summarize, we believe that the this work places the order-to-chaos transition in the initialized artificial deep neural networks in the broader context of absorbing phase transitions, &amp; serves as the first step toward the systematic comparison between natural/biological &amp; artificial neural networks.<br>...</p><p><a href="https://mastodon.social/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuralNetworks</span></a> <a href="https://mastodon.social/tags/MeanFieldTheory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MeanFieldTheory</span></a> <a href="https://mastodon.social/tags/SignalPropagation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SignalPropagation</span></a> <a href="https://mastodon.social/tags/PhaseTransitions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PhaseTransitions</span></a> <a href="https://mastodon.social/tags/backpropagation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>backpropagation</span></a> <a href="https://mastodon.social/tags/feedforward" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>feedforward</span></a></p>