Relational reasoning and inductive bias in transformers and large language models
Fuente:
arXiv
Guardado en:
| Autores principales: | Geerts, Jesse, Liu, Andrew, Chan, Stephanie, Clopath, Claudia, Stachenfeld, Kimberly |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Cortico-cerebellar modularity as an architectural inductive bias for efficient temporal learning
por: Voce, Alexandra, et al.
Publicado: (2026)
por: Voce, Alexandra, et al.
Publicado: (2026)
When does compositional structure yield compositional generalization? A kernel theory
por: Lippl, Samuel, et al.
Publicado: (2024)
por: Lippl, Samuel, et al.
Publicado: (2024)
Representation biases: will we achieve complete understanding by analyzing representations?
por: Lampinen, Andrew Kyle, et al.
Publicado: (2025)
por: Lampinen, Andrew Kyle, et al.
Publicado: (2025)
Brain alignment of reasoning and action representations from vision-language and action models during naturalistic gameplay
por: Oota, Subba Reddy, et al.
Publicado: (2026)
por: Oota, Subba Reddy, et al.
Publicado: (2026)
A foundation model of vision, audition, and language for in-silico neuroscience
por: d'Ascoli, Stéphane, et al.
Publicado: (2026)
por: d'Ascoli, Stéphane, et al.
Publicado: (2026)
Integrative neurocybernetic modeling in the era of large-scale neuroscience
por: Park, Il Memming, et al.
Publicado: (2026)
por: Park, Il Memming, et al.
Publicado: (2026)
A Concise Mathematical Description of Active Inference in Discrete Time
por: van Oostrum, Jesse, et al.
Publicado: (2024)
por: van Oostrum, Jesse, et al.
Publicado: (2024)
Brain-language fusion enables interactive neural readout and in-silico experimentation
por: Bosch, Victoria, et al.
Publicado: (2025)
por: Bosch, Victoria, et al.
Publicado: (2025)
Representations in vision and language converge in a shared, multidimensional space of perceived similarities
por: Simkova, Katerina Marie, et al.
Publicado: (2025)
por: Simkova, Katerina Marie, et al.
Publicado: (2025)
Visual representations in the human brain are aligned with large language models
por: Doerig, Adrien, et al.
Publicado: (2022)
por: Doerig, Adrien, et al.
Publicado: (2022)
Embodiment in multimodal large language models
por: Kadambi, Akila, et al.
Publicado: (2025)
por: Kadambi, Akila, et al.
Publicado: (2025)
Adversarial construction as a potential solution to the experiment design problem in large task spaces
por: Godara, Prakhar, et al.
Publicado: (2026)
por: Godara, Prakhar, et al.
Publicado: (2026)
Unsupervised discovery of the shared and private geometry in multi-view data
por: Koukuntla, Sai, et al.
Publicado: (2024)
por: Koukuntla, Sai, et al.
Publicado: (2024)
Analyzing heterogeneity in Alzheimer Disease using multimodal normative modeling on imaging-based ATN biomarkers
por: Kumar, Sayantan, et al.
Publicado: (2024)
por: Kumar, Sayantan, et al.
Publicado: (2024)
Nonlinear Dynamical Modeling of Human Intracranial Brain Activity with Flexible Inference
por: Vaziri, Kiarash, et al.
Publicado: (2025)
por: Vaziri, Kiarash, et al.
Publicado: (2025)
Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain)
por: Oota, Subba Reddy, et al.
Publicado: (2025)
por: Oota, Subba Reddy, et al.
Publicado: (2025)
Large language models reorganize representational geometry during in-context learning
por: Xiong, Hua-Dong, et al.
Publicado: (2026)
por: Xiong, Hua-Dong, et al.
Publicado: (2026)
Algorithm Development in Neural Networks: Insights from the Streaming Parity Task
por: van Rossem, Loek, et al.
Publicado: (2025)
por: van Rossem, Loek, et al.
Publicado: (2025)
When Representations Align: Universality in Representation Learning Dynamics
por: van Rossem, Loek, et al.
Publicado: (2024)
por: van Rossem, Loek, et al.
Publicado: (2024)
Deep probabilistic model synthesis enables unified modeling of whole-brain neural activity across individual subjects
por: Bishop, William E., et al.
Publicado: (2026)
por: Bishop, William E., et al.
Publicado: (2026)
Charting trajectories of human thought using large language models
por: Nour, Matthew M, et al.
Publicado: (2025)
por: Nour, Matthew M, et al.
Publicado: (2025)
The Gaussian-Linear Hidden Markov model: a Python package
por: Vidaurre, Diego, et al.
Publicado: (2023)
por: Vidaurre, Diego, et al.
Publicado: (2023)
A ghost mechanism: An analytical model of abrupt learning in recurrent networks
por: Dinc, Fatih, et al.
Publicado: (2025)
por: Dinc, Fatih, et al.
Publicado: (2025)
Generalizable, real-time neural decoding with hybrid state-space models
por: Ryoo, Avery Hee-Woon, et al.
Publicado: (2025)
por: Ryoo, Avery Hee-Woon, et al.
Publicado: (2025)
Decomposing stimulus-specific sensory neural information via diffusion models
por: Laquitaine, Steeve, et al.
Publicado: (2025)
por: Laquitaine, Steeve, et al.
Publicado: (2025)
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
por: Luo, Andrew F., et al.
Publicado: (2023)
por: Luo, Andrew F., et al.
Publicado: (2023)
Unsupervised learning of multiscale switching dynamical system models from multimodal neural data
por: Kim, DongKyu, et al.
Publicado: (2025)
por: Kim, DongKyu, et al.
Publicado: (2025)
Construction of a classification model for dementia among Brazilian adults aged 50 and over
por: Menezes, F. S., et al.
Publicado: (2026)
por: Menezes, F. S., et al.
Publicado: (2026)
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification
por: Jalali, Parnian, et al.
Publicado: (2023)
por: Jalali, Parnian, et al.
Publicado: (2023)
Flexible task abstractions emerge in linear networks with fast and bounded units
por: Sandbrink, Kai, et al.
Publicado: (2024)
por: Sandbrink, Kai, et al.
Publicado: (2024)
A flexible Bayesian non-parametric mixture model reveals multiple dependencies of swap errors in visual working memory
por: Radmard, Puria, et al.
Publicado: (2025)
por: Radmard, Puria, et al.
Publicado: (2025)
Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks
por: Roffet, Facundo, et al.
Publicado: (2024)
por: Roffet, Facundo, et al.
Publicado: (2024)
Diffusion-Based Generation of Neural Activity from Disentangled Latent Codes
por: McCart, Jonathan D., et al.
Publicado: (2024)
por: McCart, Jonathan D., et al.
Publicado: (2024)
Active learning of neural population dynamics using two-photon holographic optogenetics
por: Wagenmaker, Andrew, et al.
Publicado: (2024)
por: Wagenmaker, Andrew, et al.
Publicado: (2024)
Active inference and artificial reasoning
por: Friston, Karl, et al.
Publicado: (2025)
por: Friston, Karl, et al.
Publicado: (2025)
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
por: Yu, Muquan, et al.
Publicado: (2025)
por: Yu, Muquan, et al.
Publicado: (2025)
DCHO: A Decomposition-Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications
por: Li, Weibin, et al.
Publicado: (2025)
por: Li, Weibin, et al.
Publicado: (2025)
Does Feedback Alignment Work at Biological Timescales?
por: Bacvanski, Marc Gong, et al.
Publicado: (2025)
por: Bacvanski, Marc Gong, et al.
Publicado: (2025)
Meta-learning In-Context Enables Training-Free Cross Subject Brain Decoding
por: Nan, Mu, et al.
Publicado: (2026)
por: Nan, Mu, et al.
Publicado: (2026)
HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
por: Deng, Zhichao, et al.
Publicado: (2025)
por: Deng, Zhichao, et al.
Publicado: (2025)
Ejemplares similares
-
Cortico-cerebellar modularity as an architectural inductive bias for efficient temporal learning
por: Voce, Alexandra, et al.
Publicado: (2026) -
When does compositional structure yield compositional generalization? A kernel theory
por: Lippl, Samuel, et al.
Publicado: (2024) -
Representation biases: will we achieve complete understanding by analyzing representations?
por: Lampinen, Andrew Kyle, et al.
Publicado: (2025) -
Brain alignment of reasoning and action representations from vision-language and action models during naturalistic gameplay
por: Oota, Subba Reddy, et al.
Publicado: (2026) -
A foundation model of vision, audition, and language for in-silico neuroscience
por: d'Ascoli, Stéphane, et al.
Publicado: (2026)