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        <datestamp>2026-09-25T11:29:01Z</datestamp>
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          <dc:title>A cortex-wide self-consistent manifold for a body–environment reference frame</dc:title>
          <dc:creator>Riichiro Hira (5004008)</dc:creator>
          <dc:subject>Behavioural neuroscience</dc:subject>
          <dc:subject>two photon calcium imaging</dc:subject>
          <dc:description>README – Mouse Platform Experiment Dataset&lt;p dir="ltr"&gt;This dataset contains 20 MATLAB files (.mat).&lt;br&gt;Each file corresponds to one experimental session, in which neural activity, platform parameters, and posture data (position, velocity, acceleration) were synchronously recorded while a mouse was placed on the platform.&lt;br&gt;The sampling rate is 10 Hz.&lt;/p&gt;&lt;h2&gt;Variables in Each File&lt;/h2&gt;&lt;h3&gt;1. Neural_activity (Neural activity)&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Type:&lt;/b&gt; struct&lt;/li&gt;&lt;li&gt;&lt;b&gt;Fields:&lt;/b&gt;&lt;/li&gt;&lt;li&gt;&lt;ul&gt;&lt;li&gt;&lt;code&gt;eightDT&lt;/code&gt; : [time × neurons × trials × direction]&lt;/li&gt;&lt;li&gt;&lt;code&gt;TRot&lt;/code&gt; : [time × neurons × trials]&lt;/li&gt;&lt;li&gt;&lt;code&gt;Roll&lt;/code&gt; : [time × neurons × trials]&lt;/li&gt;&lt;li&gt;&lt;code&gt;Yaw&lt;/code&gt; : [time × neurons × trials]&lt;/li&gt;&lt;li&gt;&lt;code&gt;Vert&lt;/code&gt; : [time × neurons × trials]&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;li&gt;Calcium imaging–based neural activity during the platform task.&lt;/li&gt;&lt;/ul&gt;&lt;h3&gt;2. Platform_param (Platform operation parameters)&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Type:&lt;/b&gt; struct&lt;/li&gt;&lt;li&gt;&lt;b&gt;Fields:&lt;/b&gt;&lt;/li&gt;&lt;li&gt;&lt;ul&gt;&lt;li&gt;&lt;code&gt;eightDT&lt;/code&gt; : [time × 6 parameters × trials × direction]&lt;/li&gt;&lt;li&gt;&lt;code&gt;TRot&lt;/code&gt;, &lt;code&gt;Roll&lt;/code&gt;, &lt;code&gt;Yaw&lt;/code&gt;, &lt;code&gt;Vert&lt;/code&gt; : [time × 6 parameters × trials]&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;li&gt;&lt;b&gt;Six parameters (order in the 2nd dimension):&lt;/b&gt;&lt;/li&gt;&lt;li&gt;&lt;ol&gt;&lt;li&gt;Tilt direction&lt;/li&gt;&lt;li&gt;Tilt angle&lt;/li&gt;&lt;li&gt;Yaw direction&lt;/li&gt;&lt;li&gt;x displacement&lt;/li&gt;&lt;li&gt;y displacement&lt;/li&gt;&lt;li&gt;z displacement&lt;/li&gt;&lt;/ol&gt;&lt;/li&gt;&lt;/ul&gt;&lt;h3&gt;3. Posture&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Type:&lt;/b&gt; struct&lt;/li&gt;&lt;li&gt;&lt;b&gt;Fields:&lt;/b&gt; &lt;code&gt;eightDT&lt;/code&gt;, &lt;code&gt;TRot&lt;/code&gt;, &lt;code&gt;Roll&lt;/code&gt;, &lt;code&gt;Yaw&lt;/code&gt;, &lt;code&gt;Vert&lt;/code&gt;&lt;/li&gt;&lt;li&gt;Each field is a &lt;b&gt;1×14 cell array&lt;/b&gt;&lt;/li&gt;&lt;li&gt;Each cell: [time × 3 coordinates (x,y,z) × trials × direction]&lt;/li&gt;&lt;li&gt;Corresponds to 14 body parts (names stored in &lt;code&gt;BodyPart_names&lt;/code&gt;)&lt;/li&gt;&lt;/ul&gt;&lt;h3&gt;4. Posture_velocity (Posture velocity)&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;Same structure as &lt;b&gt;Posture&lt;/b&gt;&lt;/li&gt;&lt;li&gt;First derivative of the 3D coordinates of each body part&lt;/li&gt;&lt;/ul&gt;&lt;h3&gt;5. Posture_acceleration (Posture acceleration)&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;Same structure as &lt;b&gt;Posture&lt;/b&gt;&lt;/li&gt;&lt;li&gt;Second derivative of the 3D coordinates of each body part&lt;/li&gt;&lt;/ul&gt;&lt;h3&gt;6. triangulationError (Triangulation error)&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Type:&lt;/b&gt; struct&lt;/li&gt;&lt;li&gt;&lt;b&gt;Fields:&lt;/b&gt;&lt;/li&gt;&lt;li&gt;&lt;ul&gt;&lt;li&gt;&lt;code&gt;eightDT&lt;/code&gt; : [time × bodyparts × trials × direction]&lt;/li&gt;&lt;li&gt;&lt;code&gt;TRot&lt;/code&gt;, &lt;code&gt;Roll&lt;/code&gt;, &lt;code&gt;Yaw&lt;/code&gt;, &lt;code&gt;Vert&lt;/code&gt; : [time × bodyparts × trials]&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;li&gt;3D reconstruction error for each body part&lt;/li&gt;&lt;/ul&gt;&lt;h3&gt;7. BodyPart_names (Body part names)&lt;/h3&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Type:&lt;/b&gt; string array (1×14)&lt;/li&gt;&lt;li&gt;Body parts:&lt;br&gt;&lt;code&gt;"RightHand", "RightElbow", "RightToe", "RightHeel",&lt;/code&gt;&lt;br&gt;&lt;code&gt;"RightKnee", "BackU", "BackM", "BackL", "Tail",&lt;/code&gt;&lt;br&gt;&lt;code&gt;"LeftHand", "LeftElbow", "LeftToe", "LeftHeel", "LeftKnee"&lt;/code&gt;&lt;/li&gt;&lt;/ul&gt;&lt;h2&gt;Data Dimensions Summary&lt;/h2&gt;&lt;ul&gt;&lt;li&gt;&lt;b&gt;Neural_activity:&lt;/b&gt; time × neurons × trials × (direction)&lt;/li&gt;&lt;li&gt;&lt;b&gt;Platform_param:&lt;/b&gt; time × 6 parameters × trials × (direction)&lt;/li&gt;&lt;li&gt;&lt;b&gt;Posture / Velocity / Acceleration:&lt;/b&gt; time × 3 coordinates × trials × (direction) for each of 14 body parts&lt;/li&gt;&lt;li&gt;&lt;b&gt;triangulationError:&lt;/b&gt; time × bodyparts × trials × (direction)&lt;/li&gt;&lt;/ul&gt;&lt;h2&gt;Notes&lt;/h2&gt;&lt;ul&gt;&lt;li&gt;The &lt;code&gt;eightDT&lt;/code&gt; field contains trial data across directions (e.g., 8 directions).&lt;/li&gt;&lt;li&gt;Other fields (&lt;code&gt;TRot&lt;/code&gt;, &lt;code&gt;Roll&lt;/code&gt;, &lt;code&gt;Yaw&lt;/code&gt;, &lt;code&gt;Vert&lt;/code&gt;) contain direction-independent data with dimensions [time × neurons/params/bodyparts × trials].&lt;/li&gt;&lt;li&gt;All data were sampled at &lt;b&gt;10 Hz&lt;/b&gt;.&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;/p&gt;</dc:description>
          <dc:date>2026-09-25T11:29:01Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.6084/m9.figshare.30188506.v2</dc:identifier>
          <dc:relation>https://figshare.com/articles/dataset/A_cortex-wide_self-consistent_manifold_for_a_body_environment_reference_frame/30188506</dc:relation>
          <dc:rights>CC BY 4.0</dc:rights>
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