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 · unknown
Habit reversal and repetitive and restrictive behaviour patterns in young people with autism spectrum disordersHabit Reversal Treatment (HRT) is a behaviour-analytic intervention for reducing habits in children and adults using response description, response detection, competing response, and social support procedures. Studies were carried out to answer (1) has HRT been used for individuals with autism in the research literature? (2) Is HRT as usual effective for reducing restricted and repetitive behaviou
ZivaHub + Deakin Research Online + DMU Figshare + UCL Research Data Repository2026 · dataset · unknown
Exploring the role of dry-EEG and machine learning methods to profile mild cognitive impairmentBackground:<br>Alzheimer’s Research UK reports 850,000 individuals are living with dementia in the UK today and this is estimated to increase to one million by 2025. Alzheimer’s Disease (AD), a type of dementia, accounts for approximately 60% of all diagnoses and as yet, there is no cure. Diagnosis rates in high income countries are below half and achieving acceptable levels of coverage and access
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Table 1_Multimodal assessment of NIBS-induced adaptive plasticity in aging prefrontal networks: ERP and cognitive evidence.xlsx<p>Non-invasive brain stimulation may enhance age-sensitive executive functions by modulating task-engaged prefrontal networks, but behavioral effects remain heterogeneous and their physiological specificity is poorly understood. This pre-post study examined neuropsychological and electrophysiological responses to cognitive training paired with active or sham transcranial direct current stimulatio
UCL Research Data Repository + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary datasets and code for bigger-brained primates engage in same-sex sexual behavior<p dir="ltr">Comparative study of association between relative brain size and expression of same-sex sexual behavior in primates</p>
ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset · unknown
Behavioural staff training in social care for adults with autism and learning disabilities: evaluating organisational strategies to enhance skills acquisition and generalisation across teamsStaff training in Positive Behaviour Support (PBS), in adult social care, has been the focus in an increasing number of studies. The positive outcomes of such training, primary for staff, have been reported. There is still, however, a need to explore further the variables that lead to an effective training. The evidence in relation to change in staff and service user behaviour and the impact of or
UCL Research Data Repository + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
<p>Selected paired comparisons among key decoding schemes. Differences are computed within subject and reported in bits/min as the first scheme minus the second scheme. Confidence intervals were computed using paired bootstrap resampling across subjects. <i>p</i>-values are from two-sided Wilcoxon signed-rank tests with Holm–Bonferroni correction applied within each cross-validation mode. Effect size denotes the rank-biserial effect size.</p><p>Selected paired comparisons among key decoding schemes. Differences are computed within subject and reported in bits/min as the first scheme minus the second scheme. Confidence intervals were computed using paired bootstrap resampling across subjects. <i>p</i>-values are from two-sided Wilcoxon signed-rank tests with Holm–Bonferroni correction applied within each cross-validation mode. Effect s
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 · Astronomical catalogue
<p>Schematic depiction of the generative model and proposed Granger sensori-behavioral functional taxonomy.</p><p>Top: In the proposed model for estimating GC links directly from two-photon calcium fluorescence observations, observed variables (black), latent endogenous processes (red), and an exogenous stimulus (blue) relevant to the <i>i</i>th and <i>j</i>th neurons are shown. The spiking activity of networked neurons is influenced by latent endogenous processes (red traces) and an exogenous stimulus (bl
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 · Astronomical catalogue
<p>Identifying Granger sensory neurons in mouse A1 during passive listening.</p><p><b>A)</b> Estimated GC network and GS labels in mouse A1 during passive listening to randomly interleaved trials of silence and white-noise stimuli. <b>B)</b> The trial averaged responses of the neurons in panel A for <i>Stim. Off</i> (gray) and <i>Stim. On</i> (blue) trials. The stimulus interval is shown as a gray vertical hull. The J-statistics of the GS neurons are shown as insets in each s
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 · Astronomical catalogue
<p>Results of the illustrative simulation study (cont’).</p><p><b>A)</b> The baseline ROC performances of detecting the GC links between the neurons and the proposed G-taxonomy are shown for the 2P Data (left), Two-Stage PSTH (middle), and the proposed (right) methods. Each panel is the result of 10 random network realizations and error bars indicate 95% confidence intervals. <b>B)</b> ROC performances for stimulus SNR = 10 dB. <b>C)</b> ROC performances f
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
Supplemental Material for: Genetic Evidence Suggesting Potential Associations Between Sleep-Related Phenotypes and Psychiatric Disorders: A Two-Sample Mendelian Randomization Study<p dir="ltr">Introduction: Sleep-related phenotypes, including insomnia symptoms, sleep apnea, and habitual sleep duration, are increasingly recognized as potentially modifiable factors associated with psychiatric disorders. However, their potential causal roles remain uncertain because observational studies are susceptible to confounding and reverse causation.</p><p dir="ltr">Methods: Two-sample
ZivaHub2026 · dataset · unknown
The neurological patterns of sensory integration in children with psychological trauma<p dir="ltr">What was Investigated and Why: As an Occupational Therapist delivering Sensory Integration (SI) therapy, I repeatedly observed distinct neurological patterns during assessments of children with psychological trauma (PT). Despite consistent success using movement-based SI therapy, I questioned why referrals for SI assessment were typically made only after other trauma-focused intervent
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>
ScienceDB2026 · dataset
Residual TD3+BC boundary study: evaluation data, code, and pre-registration archiveEvaluation data and pre-registration archive for a pre-specified boundary study ofbase-anchored residual reinforcement learning (Res-TD3+BC) for multi-agent navigation.V3 adds the n=15 seed expansion of the Domain C six-arm main matrix (ADDENDUM A1):per-run final-evaluation CSVs for all 90 runs (six arms × 15 seeds) across fivescenario families under dual noise calibers, paired-contrast and
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 Repository2026 · Astronomical catalogue
Data Sheet 1_Social belonging and academic mindset affect student performance in an introductory biology course at a two-year college.pdfIntroduction<p>Access-oriented institutions serve increasingly diverse student populations and play an important role in broadening participation in STEM. However, relatively little research has studied how affective factors contribute to student success in introductory STEM courses, specifically Introductory Biology, within these settings. This study examined how the affective constructs of socia
HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · RNA sequencing
Supplementary file 1_Selective behavioral and prefrontal transcriptomic correlates of acute clozapine exposure in socially isolated mice.pdfBackground<p>Clozapine is an effective antipsychotic for treatment-resistant schizophrenia, but acute molecular responses to clozapine remain incompletely characterized. Social isolation rearing produces schizophrenia-relevant behavioral abnormalities and permits joint evaluation of housing and drug exposure.</p>Objective<p>To characterize behavioral and prefrontal transcriptomic correlates of an