Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yanchen, Yu, Han, Blau, Ari, Zhang, Yizi, Laboratory, The International Brain, Paninski, Liam, Hurwitz, Cole, Whiteway, Matt |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neural Encoding and Decoding at Scale
by: Zhang, Yizi, et al.
Published: (2025)
by: Zhang, Yizi, et al.
Published: (2025)
Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution
by: Zhang, Yizi, et al.
Published: (2024)
by: Zhang, Yizi, et al.
Published: (2024)
Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
by: Xia, Ji, et al.
Published: (2025)
by: Xia, Ji, et al.
Published: (2025)
Neural encoding with affine feature response transforms
by: Le, Lynn, et al.
Published: (2025)
by: Le, Lynn, et al.
Published: (2025)
Motion-Invariant Variational Auto-Encoding of Brain Structural Connectomes
by: Zhang, Yizi, et al.
Published: (2022)
by: Zhang, Yizi, et al.
Published: (2022)
Bridging scalp and intracranial EEG in BCI via pretrained neural representations and geometric constraint embedding
by: Dong, Yihang, et al.
Published: (2026)
by: Dong, Yihang, et al.
Published: (2026)
Reassessing prediction in the brain: Pre-onset neural encoding during natural listening does not reflect pre-activation
by: Azizpour, Sahel, et al.
Published: (2024)
by: Azizpour, Sahel, et al.
Published: (2024)
Systematic review of self-supervised foundation models for brain network representation using electroencephalography
by: Portmann, Hannah, et al.
Published: (2026)
by: Portmann, Hannah, et al.
Published: (2026)
Summary statistics of learning link changing neural representations to behavior
by: Zavatone-Veth, Jacob A., et al.
Published: (2025)
by: Zavatone-Veth, Jacob A., et al.
Published: (2025)
A CRH Theory of Autism Spectrum Disorder
by: Rappoport, Ari
Published: (2024)
by: Rappoport, Ari
Published: (2024)
A Lipid Rafts Theory of Alzheimer's Disease
by: Rappoport, Ari
Published: (2023)
by: Rappoport, Ari
Published: (2023)
A CRH-HCN Theory of Obsessive-Compulsive Disorder (OCD)
by: Rappoport, Ari
Published: (2024)
by: Rappoport, Ari
Published: (2024)
A Dynorphin Theory of Depression and Bipolar Disorder
by: Rappoport, Ari
Published: (2024)
by: Rappoport, Ari
Published: (2024)
A Sympathetic Nervous System Theory of Migraine
by: Rappoport, Ari
Published: (2024)
by: Rappoport, Ari
Published: (2024)
A Polyunsaturated Fatty Acid (PUFA) Theory of Schizophrenia
by: Rappoport, Ari
Published: (2024)
by: Rappoport, Ari
Published: (2024)
Excitation-inhibition balance controls information encoding in neural populations
by: Barzon, Giacomo, et al.
Published: (2024)
by: Barzon, Giacomo, et al.
Published: (2024)
Exploring internal representation of self-supervised networks: few-shot learning abilities and comparison with human semantics and recognition of objects
by: Kataoka, Asaki, et al.
Published: (2025)
by: Kataoka, Asaki, et al.
Published: (2025)
Pre-frontal cortex guides dimension-reducing transformations in the occipito-ventral pathway for categorization behaviors
by: Duan, Y., et al.
Published: (2022)
by: Duan, Y., et al.
Published: (2022)
Statistics of C. elegans turning behavior reveals optimality under biasing constraints
by: Rozemuller, W. Mathijs, et al.
Published: (2023)
by: Rozemuller, W. Mathijs, et al.
Published: (2023)
Neural encoding of real world face perception
by: Alreja, Arish, et al.
Published: (2025)
by: Alreja, Arish, et al.
Published: (2025)
A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
by: Korponay, Cole
Published: (2026)
by: Korponay, Cole
Published: (2026)
The time is ripe to reverse engineer an entire nervous system: simulating behavior from neural interactions
by: Haspel, Gal, et al.
Published: (2023)
by: Haspel, Gal, et al.
Published: (2023)
Bifurcation enhances temporal information encoding in the olfactory periphery
by: Choi, Kiri, et al.
Published: (2024)
by: Choi, Kiri, et al.
Published: (2024)
The explanatory power of activity flow models of brain function
by: Cole, Michael W.
Published: (2024)
by: Cole, Michael W.
Published: (2024)
Robustly encoding certainty in a metastable neural circuit model
by: Cihak, Heather L, et al.
Published: (2024)
by: Cihak, Heather L, et al.
Published: (2024)
Information encoding and decoding in in-vitro neural networks on micro electrode arrays through stimulation timing
by: Lindell, Trym A. E., et al.
Published: (2024)
by: Lindell, Trym A. E., et al.
Published: (2024)
Know Thyself by Knowing Others: Learning Neuron Identity from Population Context
by: Arora, Vinam, et al.
Published: (2025)
by: Arora, Vinam, et al.
Published: (2025)
Representational drift changes the encoding of fast and slow-varying natural scene features differently
by: Wang, Siwei, et al.
Published: (2023)
by: Wang, Siwei, et al.
Published: (2023)
Neural network-based encoding in free-viewing fMRI with gaze-aware models
by: Gozukara, Dora, et al.
Published: (2026)
by: Gozukara, Dora, et al.
Published: (2026)
gPC-based robustness analysis of neural systems through probabilistic recurrence metrics
by: Sutulovic, Uros, et al.
Published: (2026)
by: Sutulovic, Uros, et al.
Published: (2026)
Irreversible behavior drives neural flows in the hippocampus
by: Shi, Kaiyue, et al.
Published: (2026)
by: Shi, Kaiyue, et al.
Published: (2026)
The macaque IT cortex but not current artificial vision networks encode object position in perceptually aligned coordinates
by: Yakubovskaya, Elizaveta, et al.
Published: (2026)
by: Yakubovskaya, Elizaveta, et al.
Published: (2026)
Semantic representations emerge in biologically inspired ensembles of cross-supervising neural networks
by: Urbach, Roy, et al.
Published: (2025)
by: Urbach, Roy, et al.
Published: (2025)
The illusory simplicity of the feedforward pass: evidence for the dynamical nature of stimulus encoding along the primate ventral stream
by: Anthes, Daniel, et al.
Published: (2026)
by: Anthes, Daniel, et al.
Published: (2026)
Joint encoding of "what" and "when" predictions through error-modulated plasticity in biologically-plausible spiking networks
by: Yamada, Yohei, et al.
Published: (2025)
by: Yamada, Yohei, et al.
Published: (2025)
From Neuronal Packets to Thoughtseeds: A Hierarchical Model of Embodied Cognition in the Global Workspace
by: Kavi, Prakash Chandra, et al.
Published: (2024)
by: Kavi, Prakash Chandra, et al.
Published: (2024)
Language modulates vision: Evidence from neural networks and human brain-lesion models
by: Chen, Haoyang, et al.
Published: (2025)
by: Chen, Haoyang, et al.
Published: (2025)
Evidence of Physiological Co-Modulation During Human-Animal Interaction: A Systematic Review
by: Bargigli, G., et al.
Published: (2025)
by: Bargigli, G., et al.
Published: (2025)
Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity
by: Laval, Julien, et al.
Published: (2024)
by: Laval, Julien, et al.
Published: (2024)
Learnable latent embeddings for joint behavioral and neural analysis
by: Schneider, Steffen, et al.
Published: (2022)
by: Schneider, Steffen, et al.
Published: (2022)
Similar Items
-
Neural Encoding and Decoding at Scale
by: Zhang, Yizi, et al.
Published: (2025) -
Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution
by: Zhang, Yizi, et al.
Published: (2024) -
Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
by: Xia, Ji, et al.
Published: (2025) -
Neural encoding with affine feature response transforms
by: Le, Lynn, et al.
Published: (2025) -
Motion-Invariant Variational Auto-Encoding of Brain Structural Connectomes
by: Zhang, Yizi, et al.
Published: (2022)