NCL Data2026 · dataset
Neuroimaging data for "Shared and distinct neural pathways of aversive and appetitive pain-related learning"<p dir="ltr">Individual beta-maps will be made publicly available upon manuscript acceptance.</p><p dir="ltr">In this registered within-subject fMRI study (https://www.drks.de/search/de/trial/DRKS00027448/details), we examined both aversive and appetitive pain learning during acquisition and extinction in 68 healthy individuals. Ratings confirm successful learning, with exploratory analyses sugges
NCL Data2026 · dataset
Code for reproducing figures of "Shared and distinct neural pathways of aversive and appetitive pain-related learning"<p dir="ltr">This includes the source data and code for figure 2-5 and Supplementary figures.<br><br>In this registered within-subject fMRI study (https://www.drks.de/search/de/trial/DRKS00027448/details), we examined both aversive and appetitive pain learning during acquisition and extinction in 68 healthy individuals. Ratings confirm successful learning, with exploratory analyses suggesting stro
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Visual short-term memory load tuning model parameters and responses<p dir="ltr">Parameters of response models fit to fMRI responses to visual short term memory load</p>
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Data: Identification of letters distorted by physiologically-inspired spatial scrambling<p dir="ltr">human data and trained CNN models </p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
Within Reach: Actions as Archetypes<p dir="ltr">An action is an archetype: substantiated structure for how a thing is done, laid down by what doing it has resolved or produced. This paper states that commitment formally within the Language of Stress, a value-primitive theory of consciousness, and follows what it does. It is the treatment that the constraint map for the framework, What a Value Primitive Forbids, cites as forthcoming
ZivaHub + Deakin Research Online + HKU DataHub + DaYta Ya Rona + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
<b>Contrasting Sleep Phenotypes at an Identical PSQI Total with Divergent Anxiety Prevalence: A Latent Class Analysis of 1,796 Chinese Aviation Personnel</b><p dir="ltr">Archive containing the analysis dataset (原始数据/), all Python analysis code (代码/), pinned dependencies (requirements.txt), and README with run instructions.</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
The Language of Stress: Example - Glass of Water<p dir="ltr">An argument that wanting and prioritizing are not two processes but one, developed through the difference between a glass of water you ignore and the same glass when you are thirsty.</p><p dir="ltr"><b>Overview</b></p><p dir="ltr">A glass of water sitting on a table across the room is furniture. You would walk past it without registering it. Now imagine you have had nothing to drink a
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
What a Value Primitive Forbids: A Constraint Map for the Language of Stress<p dir="ltr">A proposal for testing whether a value-primitive theory of consciousness can unify findings across literatures that currently have no contact with each other. The document does not claim breadth. It claims that two commitments of the Language of Stress each forbid something, and it states in advance how each prohibition would fail.</p><p dir="ltr">The resolution prohibition is derived
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset
The Language of Stress: Corpus Index and Reading Guide<p dir="ltr">A map of the Language of Stress corpus: what each document is, what it is for, and where to find it.</p><p dir="ltr">The Language of Stress is an independent, value-primitive theory of consciousness developed by Joshua C. Pace. This index is the canonical listing of its deposited records. Where a project website, repository, or profile page lists the corpus, that listing is a convenie
ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue · restricted
Frontopolar cortex neurons during auditory discrimination task.<p dir="ltr">Frontopolar cortex neurons during auditory discrimination task. Preprint available: Alva, M., Vergara, J., Figueroa, T., & Lemus, L. (2026). Abstract Encoding of Sounds in the Frontopolar Cortex. <i>bioRxiv</i>, 2026-02.</p>
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue
<b>Characterizing Endogenous Declarative Memory Reactivation Associated with Sleep Spindles in Humans: A Simultaneous EEG-fMRI study</b><p dir="ltr">This is the data of the manuscript entitled as "<b>Characterizing Endogenous Declarative Memory Reactivation Associated with Sleep Spindles in Humans: A Simultaneous EEG-fMRI study</b><b>.</b>"</p>
HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue
Disgust sensitivity and cytokines before and after conception<p dir="ltr">Dataset for a study investigating disgust sensitivity and cytokine levels in women assessed before and after conception. The dataset includes the variables age, conception method, and time elapsed between the periods, data from the standardized DS-R and TDDS questionnaires, cytokine levels, and differences (delta) in cytokine levels and disgust scores between the periods.</p>
HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue
Synapse-enriched lncRNAs are required for local translation and hippocampal-dependent fear memory<p dir="ltr">Studies on neuronal long noncoding RNAs (lncRNAs) have remained predominantly nucleus-centric, leaving the identity and the functional landscape of synapse-enriched lncRNAs underexplored.We identify 95 synapse-enriched lncRNAs in the adult mouse hippocampus and outline the physiological roles of the synaptic lncRNAs Pvt1,Pantr1and a previously uncharacterized synaptic lncRNA 241000H16
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Calcium imaging analysis pipeline<p dir="ltr">This repository contains the custom Python analysis routines and processing pipelines supporting the longitudinal single-cell calcium imaging data in:"Social Stress in Adolescence: A Longitudinal Analysis of Early Predictors and Outcomes" The pipeline processes in vivo single-cell calcium fluorescence data recorded via head-mounted UCLA Miniscopes (v3) in freely behaving mice undergoi
figshare + Loughborough Research Repository2026 · Astronomical catalogue
A cortex-wide self-consistent manifold for a body–environment reference frameREADME – Mouse Platform Experiment Dataset<p dir="ltr">This dataset contains 20 MATLAB files (.mat).<br>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.<br>The sampling rate is 10 Hz.</p><h2>Variables in Each File</h2><h3>1. Neur
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Neural evidence that dogs segment the speech they hear with a humanlike consonant bias<p dir="ltr">Across many human languages, consonants carry more lexical information than vowels. During speech segmentation, humans, unlike non-human primates, rely more on consonant than vowel patterns, despite vowels’ greater acoustic saliency. To investigate whether this consonant bias is human-unique or could also emerge in other species exposed to human speech we performed non-invasive EEG in
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Dataset: Common neural representation between visual perception and imagery in eidetikers<p dir="ltr">Dataset: Common neural representation between visual perception and imagery in eidetikers</p><p dir="ltr">Authors: Ritsuko Nabata, Mitsuki Niida, Kosaku Takahashi, and Kenji Ogawa</p><p dir="ltr">This repository contains the behavioral data and preprocessed fMRI outputs (ROI-level beta estimates and MVPA decoding accuracies), together with the analysis code, supporting the paper "Comm
figshare + Loughborough Research Repository2026 · Astronomical catalogue · restricted
Goulton et al (TBC) - Raw data<p dir="ltr">Repository of raw data sets contributing the Goulton et al (TBC) manuscript.</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Accessory files for code running<p dir="ltr">Misc and accessory files for easy code running. These files expedite behavior and time-shifting analyses. In alphabetical order:</p><p dir="ltr">all_dominant_sorted_values: contains a vector with all OBS attacks sorted according to aggressor/dominant speed<br>all_subordinate_sorted_values: as above but according subordinate speed<br>boris_labels_hf: binary format for attacks delivered
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Behavior classification models and their associated train/test sets<p dir="ltr">MLP_041824_512units_balancedAcc&Precision.h5 contains an MLP (PyTorch/Keras) trained on SLEAP-derived behavior features to predict hand-annotated attacks (conflict, does not distinguish whether individuals are attacked or delivering attacks). Binary classifier. See github.com/FalknerLab/AggressionObservation for more detail.</p><p dir="ltr">Feats3_100k_samples_UMAP_01mindist_50neighbo
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Processed SLEAP-derived feature data and embeddings<p dir="ltr">processed_features is a .pickle file that contains SLEAP-derived features for every session. Each key contains the following nomenclature: animalID_day_condition_sessionIndex, where animalID = animal identifier, day = d1-d9 (9 days total), condition = training or hard fight context (EXP: balbc, mCD1; OBS: obs, OBSmCD1, NON: toy, toyCD1), sessionIndex = t1-t3 (3 sessions total). </p><p
figshare + Loughborough Research Repository2026 · Astronomical catalogue
Neurostimation and posture<p dir="ltr">Impact of tACS neurostimulation on visually induced body sway</p>
figshare + Loughborough Research Repository2026 · Astronomical catalogue
SLEAP tracking model<p dir="ltr">Bottom-up model used for pose tracking on topdown videos of aggression-based social interaction. </p>
figshare2026 · Astronomical catalogue
Fluid dynamics simulation (CFD) of drag force for natural motor adaptation in zebrafish<p dir="ltr">Fluid dynamics simulation (CFD) of drag force for natural motor adaptation in zebrafish</p>
figshare2026 · Astronomical catalogue
Flagship processed photometry data with behavior labels<p dir="ltr">Multifiber.pickle contains a dictionary featuring every recorded session, from training period to hard fight.<br>Each key has the following structure:</p><p dir="ltr">animalID_day_condition_session,<br>Where animalID is the animal identifier, day ranges from d1 to d9, condition identifies the behavior group (balbc or mCD1 for EXP, obs or OBSmCD1 for OBS, toy or toyCD1 for NON), and se