Layerwise complexity-matched learning yields an improved model of cortical area V2
Fuente:
arXiv
Saved in:
| Main Authors: | Parthasarathy, Nikhil, Hénaff, Olivier J., Simoncelli, Eero P. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Discriminating image representations with principal distortions
by: Feather, Jenelle, et al.
Published: (2024)
by: Feather, Jenelle, et al.
Published: (2024)
Shaping the distribution of neural responses with interneurons in a recurrent circuit model
by: Lipshutz, David, et al.
Published: (2024)
by: Lipshutz, David, et al.
Published: (2024)
Detection of Moving Objects Using Self-motion Constraints on Optic Flow
by: Lutwak, Hope, et al.
Published: (2025)
by: Lutwak, Hope, et al.
Published: (2025)
Convolution goes higher-order: a biologically inspired mechanism empowers image classification
by: Azeglio, Simone, et al.
Published: (2024)
by: Azeglio, Simone, et al.
Published: (2024)
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag
by: Huber, Lukas S., et al.
Published: (2024)
by: Huber, Lukas S., et al.
Published: (2024)
Higher-Order Convolution Improves Neural Predictivity in the Retina
by: Azeglio, Simone, et al.
Published: (2025)
by: Azeglio, Simone, et al.
Published: (2025)
Keep Moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks
by: Anthes, Daniel, et al.
Published: (2023)
by: Anthes, Daniel, et al.
Published: (2023)
Predicting upcoming visual features during eye movements yields scene representations aligned with human visual cortex
by: Thorat, Sushrut, et al.
Published: (2025)
by: Thorat, Sushrut, et al.
Published: (2025)
Visual representations in the human brain are aligned with large language models
by: Doerig, Adrien, et al.
Published: (2022)
by: Doerig, Adrien, et al.
Published: (2022)
Sensory robustness through top-down feedback and neural stochasticity in recurrent vision models
by: Greco, Antonino, et al.
Published: (2025)
by: Greco, Antonino, et al.
Published: (2025)
Targeted perturbations reveal brain-like local coding axes in robustified, but not standard, ANN-based brain models
by: McNeal, Nikolas, et al.
Published: (2025)
by: McNeal, Nikolas, et al.
Published: (2025)
Language learning shapes visual category-selectivity in deep neural networks
by: Lu, Zitong, et al.
Published: (2025)
by: Lu, Zitong, et al.
Published: (2025)
Task learning increases information redundancy of neural responses in macaque visual cortex
by: Liu, Shizhao, et al.
Published: (2026)
by: Liu, Shizhao, et al.
Published: (2026)
JParc: Joint cortical surface parcellation with registration
by: Li, Jian, et al.
Published: (2025)
by: Li, Jian, et al.
Published: (2025)
Characterizing Universal Object Representations Across Vision Models
by: Mahner, Florian P., et al.
Published: (2026)
by: Mahner, Florian P., et al.
Published: (2026)
Relationships between the degrees of freedom in the affine Gaussian derivative model for visual receptive fields and 2-D affine image transformations, with application to covariance properties of simple cells in the primary visual cortex
by: Lindeberg, Tony
Published: (2024)
by: Lindeberg, Tony
Published: (2024)
MAPS: Masked Attribution-based Probing of Strategies- A computational framework to align human and model explanations
by: Muzellec, Sabine, et al.
Published: (2025)
by: Muzellec, Sabine, et al.
Published: (2025)
Hybrid Lie semi-group and cascade structures for the generalized Gaussian derivative model for visual receptive fields
by: Lindeberg, Tony
Published: (2025)
by: Lindeberg, Tony
Published: (2025)
MIRAGE: Robust multi-modal architectures translate fMRI-to-image models from vision to mental imagery
by: Kneeland, Reese, et al.
Published: (2026)
by: Kneeland, Reese, et al.
Published: (2026)
Image Statistics Predict the Sensitivity of Perceptual Quality Metrics
by: Hepburn, Alexander, et al.
Published: (2023)
by: Hepburn, Alexander, et al.
Published: (2023)
Kuramoto Orientation Diffusion Models
by: Song, Yue, et al.
Published: (2025)
by: Song, Yue, et al.
Published: (2025)
Uncovering Semantic Selectivity of Latent Groups in Higher Visual Cortex with Mutual Information-Guided Diffusion
by: Wang, Yule, et al.
Published: (2025)
by: Wang, Yule, et al.
Published: (2025)
Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
by: Garcia, Kathy, et al.
Published: (2025)
by: Garcia, Kathy, et al.
Published: (2025)
Exploring Theory-Laden Observations in the Brain Basis of Emotional Experience
by: Westlin, Christiana, et al.
Published: (2025)
by: Westlin, Christiana, et al.
Published: (2025)
Multimodal Recurrent Ensembles for Predicting Brain Responses to Naturalistic Movies (Algonauts 2025)
by: Eren, Semih, et al.
Published: (2025)
by: Eren, Semih, et al.
Published: (2025)
Forecasting Future Anatomies: Longitudinal Brain Mri-to-Mri Prediction
by: Farki, Ali, et al.
Published: (2025)
by: Farki, Ali, et al.
Published: (2025)
Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations
by: Schaeffer, Rylan, et al.
Published: (2024)
by: Schaeffer, Rylan, et al.
Published: (2024)
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
by: Wang, Yule, et al.
Published: (2024)
by: Wang, Yule, et al.
Published: (2024)
Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models
by: Duan, Sunny, et al.
Published: (2024)
by: Duan, Sunny, et al.
Published: (2024)
Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI
by: Caselles-Dupré, Hugo, et al.
Published: (2024)
by: Caselles-Dupré, Hugo, et al.
Published: (2024)
Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Mesh Variational Autoencoder with Contrastive Learning
by: Rabbi, Jakaria, et al.
Published: (2024)
by: Rabbi, Jakaria, et al.
Published: (2024)
Multi-modal MRI-Based Alzheimer's Disease Diagnosis with Transformer-based Image Synthesis and Transfer Learning
by: Qiu, Jason
Published: (2026)
by: Qiu, Jason
Published: (2026)
Automatic Screening of Parkinson's Disease from Visual Explorations
by: Alcala-Durand, Maria F., et al.
Published: (2025)
by: Alcala-Durand, Maria F., et al.
Published: (2025)
Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model
by: Gijsen, Sam, et al.
Published: (2025)
by: Gijsen, Sam, et al.
Published: (2025)
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
by: Gokce, Abdulkadir, et al.
Published: (2024)
by: Gokce, Abdulkadir, et al.
Published: (2024)
Swin fMRI Transformer Predicts Early Neurodevelopmental Outcomes from Neonatal fMRI
by: Styll, Patrick, et al.
Published: (2024)
by: Styll, Patrick, et al.
Published: (2024)
Online Multi-spectral Neuron Tracing
by: Duan, Bin, et al.
Published: (2024)
by: Duan, Bin, et al.
Published: (2024)
Forecasting Whole-Brain Neuronal Activity from Volumetric Video
by: Immer, Alexander, et al.
Published: (2025)
by: Immer, Alexander, et al.
Published: (2025)
ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish
by: Lueckmann, Jan-Matthis, et al.
Published: (2025)
by: Lueckmann, Jan-Matthis, et al.
Published: (2025)
High-throughput digital twin framework for predicting neurite deterioration using MetaFormer attention
by: Qian, Kuanren, et al.
Published: (2024)
by: Qian, Kuanren, et al.
Published: (2024)
Similar Items
-
Discriminating image representations with principal distortions
by: Feather, Jenelle, et al.
Published: (2024) -
Shaping the distribution of neural responses with interneurons in a recurrent circuit model
by: Lipshutz, David, et al.
Published: (2024) -
Detection of Moving Objects Using Self-motion Constraints on Optic Flow
by: Lutwak, Hope, et al.
Published: (2025) -
Convolution goes higher-order: a biologically inspired mechanism empowers image classification
by: Azeglio, Simone, et al.
Published: (2024) -
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag
by: Huber, Lukas S., et al.
Published: (2024)