Neuroscience explores the intricate machinery of the brain and nervous system, seeking to understand how we think, feel, and move. From the microscopic dance of individual neurons to the complex networks that shape our memories and behaviors, this field peels back the layers of our biological selves to reveal the origins of consciousness and disease.

At Gist.Science, we bring these discoveries directly from bioRxiv, the leading preprint server for biological sciences, to a broader audience. We process every new neuroscience preprint as it is uploaded, transforming dense academic manuscripts into clear, plain-language explanations alongside detailed technical summaries. This ensures that both curious readers and specialists can stay current with the latest breakthroughs before they are formally published.

Below are the latest neuroscience papers we have processed from bioRxiv, offering fresh insights into the workings of the mind.

🧠 neuroscience

Localising the Seizure Onset Zone from Routine Interictal and Ictal Scalp EEG Via a Factorised Spatiotemporal Ensemble Deep Learning Framework

This paper presents a factorised spatiotemporal ensemble deep learning framework that achieves high-accuracy, non-invasive lobar-level localisation of the seizure onset zone from routine interictal and ictal scalp EEG, offering a fast and interpretable tool to expedite presurgical evaluation for drug-resistant focal epilepsy.

Shi, S.2026-10-22
🧠 neuroscience

Multiparametric MRI and imaging transcriptomics reveal brain-wide changes in GD3 synthase deficiency

This study utilizes an integrative imaging-transcriptomic approach to demonstrate that GD3 synthase deficiency in mice leads to distinct, regionally specific brain structural and microstructural alterations detectable by multiparametric MRI, which correlate with normative gene expression patterns related to lipid metabolism, glial function, and energy homeostasis.

Ilic, K., Kim, E., Mlinac-Jerkovic, K., Simmons, C., Puljko, B., Balog, M., Heffer, M., Cash, D., Rosenzweig, I., Kalanj (…)2026-10-22
🧠 neuroscience

Acute scalp EEG signatures of anterior thalamic DBS in epilepsy:reproducible gamma power enhancement within an aperiodic spectral-state shift

This study demonstrates that acute anterior thalamic deep brain stimulation for epilepsy produces reproducible scalp EEG signatures across multiple sessions, characterized primarily by enhanced gamma power and a shift in aperiodic spectral parameters.

Sabbaghi, E., Mattila, H., Siitama, E., Hyttinen, J., Peltola, J., Puthanmadam Subramaniyam, N.2026-10-22
🧠 neuroscience

Enhancing cortical electrophysiological signatures of sleep overrides ER stress responses in sleep-deprived mice

This study demonstrates that inducing brief neuronal silent periods in awake mice via flickering light stimulation prevents endoplasmic reticulum stress responses and gene upregulation typically caused by sleep deprivation, while paradoxically increasing subsequent sleep pressure, thereby revealing that cortical network dynamics can dissociate molecular stress signatures from electrophysiological markers of sleep need.

Prius Mengual, J., Hoerder-Suabedissen, A., Mao, R., Taylor, L., Chakrabarty, A., Newey, S., Jagannath, A., Akerman, C. (…)2026-10-22
🧠 neuroscience

Graph-Based Classification of Penetrating Arteries and Veins in Whole-Mouse Vasculature Datasets

This paper presents a scalable, modality-agnostic graph-based framework using supervised Random Forest classification on morphological and topological features to automatically distinguish penetrating arteries from veins in whole-mouse vasculature datasets, achieving high accuracy and enabling quantitative analysis for blood flow simulation and cerebrovascular research without the need for manual labeling.

Farina, S., Greco, L., Barra, G., Boyer, M., Renier, N., Schmid, F.2026-10-21
🧠 neuroscience

Repetitive suprathreshold paired-pulse transcranial magnetic stimulation alters corticospinal excitability

This study demonstrates that while repetitive suprathreshold paired-pulse TMS targeting net excitation fails to induce offline changes, stimulation targeting long-interval intracortical inhibition (LICI) produces sustained reductions in corticospinal excitability lasting up to 40 minutes.

Suresh, S., Liao, W.-Y., Thatcher, T., Villalta, I., Prowse, V., Holden, M. M., Biabani, M., Opie, G. M., Goldsworthy, M (…)2026-10-21
🧠 neuroscience

Representational continuity through cognitive reconfiguration of magnitude networks in the human brain

This fMRI study resolves the debate on a common magnitude system by demonstrating that while spatial, temporal, and numerical representations partially overlap in the right frontotemporoparietal cortex during target encoding, their functional coordination and neural distinctiveness dynamically reconfigure across cognitive phases, particularly during reproduction and metacognitive evaluation.

Sirmatel Bakriyanik, B., Balci, F., Ustun, S., Cicek, M.2026-10-21