<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>MATLAB | Pieter Barkema | Research Scientist &amp; Engineer</title><link>https://pbarkema.github.io/tags/matlab/</link><atom:link href="https://pbarkema.github.io/tags/matlab/index.xml" rel="self" type="application/rss+xml"/><description>MATLAB</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en</language><lastBuildDate>Mon, 01 Dec 2025 00:00:00 +0000</lastBuildDate><image><url>https://pbarkema.github.io/media/icon_hu_43cf117bf1a42c34.png</url><title>MATLAB</title><link>https://pbarkema.github.io/tags/matlab/</link></image><item><title>Postdictive Perception in Primary Visual Cortex</title><link>https://pbarkema.github.io/project/postdiction7tfmri/</link><pubDate>Mon, 01 Dec 2025 00:00:00 +0000</pubDate><guid>https://pbarkema.github.io/project/postdiction7tfmri/</guid><description>&lt;h3 id="the-science-of-postdiction"&gt;The Science of Postdiction&lt;/h3&gt;
&lt;p&gt;Do brain representations reflect what was presented to our eyes (retinal input) or what we actually perceive? This project investigates &lt;strong&gt;Postdiction&lt;/strong&gt;, a phenomenon where information arriving later influences how we perceive an earlier event.&lt;/p&gt;
&lt;h3 id="research-highlights--technical-achievements"&gt;Research Highlights &amp;amp; Technical Achievements&lt;/h3&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Advanced Neuroimaging:&lt;/strong&gt; Used &lt;strong&gt;7T fMRI&lt;/strong&gt; to achieve layer-specific resolution in the primary visual cortex (V1).&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Layer-Specific Decoding:&lt;/strong&gt; Discovered that &lt;strong&gt;deep layers of V1&lt;/strong&gt; encode subjective perception (illusory flashes), while &lt;strong&gt;middle layers&lt;/strong&gt; continue to track the objective retinal input.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Top-Down Modulation:&lt;/strong&gt; Identified that postdictive perception is likely facilitated by feedback from &lt;strong&gt;superior temporal cortex&lt;/strong&gt; to the early visual cortex.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Project Management:&lt;/strong&gt; Led a &lt;strong&gt;£400K project&lt;/strong&gt; end-to-end, managing a team of three students and coordinating data collection for over 300 participants.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;High-Impact Communication:&lt;/strong&gt; Presented findings at the &lt;strong&gt;Visual Science Society (VSS) 2025&lt;/strong&gt;.&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id="scientific-impact"&gt;Scientific Impact&lt;/h3&gt;
&lt;p&gt;Our findings complete a &lt;strong&gt;feedback model&lt;/strong&gt; of sensory processing across seeing and hearing, suggesting that early visual cortex is not just a passive relay station but an active participant in constructing hallucinations and perception.&lt;/p&gt;</description></item></channel></rss>