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#taskdemands

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Matthias Nau<p>#10<br>So much more to say - please read the paper!🙏</p><p>For example, we discuss how <a href="https://neuromatch.social/tags/TaskDemands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TaskDemands</span></a> help understand the dynamic, interconnected, and multifunctional nature of neural circuits, and why <a href="https://neuromatch.social/tags/BehavioralTracking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BehavioralTracking</span></a> &amp; <a href="https://neuromatch.social/tags/OpenScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenScience</span></a> are key for achieving long-term goals in <a href="https://neuromatch.social/tags/CognitiveNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CognitiveNeuroscience</span></a>.</p>
Matthias Nau<p>#9<br>New, unifying concepts may be derived empirically by linking data patterns that <a href="https://neuromatch.social/tags/generalize" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generalize</span></a> to the interaction between experimental components (<a href="https://neuromatch.social/tags/TaskDemands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TaskDemands</span></a>).</p><p>New theories can emerge and be tested through <a href="https://neuromatch.social/tags/Multitask" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Multitask</span></a> studies unconstrained by existing taxonomies.</p>
Matthias Nau<p>#7<br><a href="https://neuromatch.social/tags/TaskDemands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TaskDemands</span></a> emerge from the inherent interaction btwn experimental components (i.e. stimuli, instructions, actions).</p><p>To understand their effect, we need <a href="https://neuromatch.social/tags/Multitask" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Multitask</span></a> studies that vary multiple components and measure physiological &amp; behavioral states in naturalistic settings.</p>
Matthias Nau<p>#6<br>What can we do?</p><p>We suggest the first step is realizing that behavioral &amp; physiological measures are grounded in <a href="https://neuromatch.social/tags/TaskDemands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TaskDemands</span></a>, not in mental concepts tasks are assumed to test. </p><p>Similar experiments will yield similar results (hopefully), regardless of what we think is tested.</p>
Matthias Nau<p>#4<br>First, many psych concepts are not fully separable (e.g., Can you have mental imagery without working memory?), and empirical evidence for them overlaps (see Box 2).</p><p>Second, tasks probing distinct concepts are often extremely similar, with highly overlapping <a href="https://neuromatch.social/tags/TaskDemands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TaskDemands</span></a>.</p>
Matthias Nau<p><a href="https://neuromatch.social/tags/CognitiveNeuroscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CognitiveNeuroscience</span></a> seeks unified theories of behavioral, physiological, and mental states. To this aim, our NatureNeuro Perspective proposes a new framework centered on <a href="https://neuromatch.social/tags/TaskDemands" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TaskDemands</span></a> &amp; across-task generalization. <a href="https://www.nature.com/articles/s41593-024-01711-6" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41593-024</span><span class="invisible">-01711-6</span></a></p><p>w/ <span class="h-card" translate="no"><a href="https://fediscience.org/@AlexandraSchmid" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>AlexandraSchmid</span></a></span> S.Kaplan <span class="h-card" translate="no"><a href="https://fediscience.org/@chris_i_baker" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>chris_i_baker</span></a></span> D.Kravitz🧵</p>