Image de couverture de livre

Explicitly Modeling Pre-Cortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Piper, Lucas, Oliveira, Arlindo L., Marques, Tiago
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition Neurons and Cognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness
par: Piper, Lucas, et autres
Publié: (2025)

Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
par: Luo, Andrew F., et autres
Publié: (2024)

Incorporating Visual Cortical Lateral Connection Properties into CNN: Recurrent Activation and Excitatory-Inhibitory Separation
par: Park, Jin Hyun, et autres
Publié: (2025)

Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
par: Hu, Yang, et autres
Publié: (2025)

Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis
par: Dahan, Simon, et autres
Publié: (2022)

Deciphering Functions of Neurons in Vision-Language Models
par: Xu, Jiaqi, et autres
Publié: (2025)

Visualizing and Controlling Cortical Responses Using Voxel-Weighted Activation Maximization
par: Shinkle, Matthew W., et autres
Publié: (2025)

Foveated Retinotopy Improves Classification and Localization in Convolutional Neural Networks
par: Jérémie, Jean-Nicolas, et autres
Publié: (2024)

Utilizing Computer Vision for Continuous Monitoring of Vaccine Side Effects in Experimental Mice
par: Li, Chuang, et autres
Publié: (2024)

Self-Attention-Based Contextual Modulation Improves Neural System Identification
par: Lin, Isaac, et autres
Publié: (2024)

Cognitively-Inspired Tokens Overcome Egocentric Bias in Multimodal Models
par: Leonard, Bridget, et autres
Publié: (2026)

MIRAGE: Robust multi-modal architectures translate fMRI-to-image models from vision to mental imagery
par: Kneeland, Reese, et autres
Publié: (2026)

Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis
par: Chen, Minheng, et autres
Publié: (2026)

Model-Guided Microstimulation Steers Primate Visual Behavior
par: Mehrer, Johannes, et autres
Publié: (2025)

Sparse Autoencoders Bridge The Deep Learning Model and The Brain
par: Mao, Ziming, et autres
Publié: (2025)

The Illusion-Illusion: Vision Language Models See Illusions Where There are None
par: Ullman, Tomer
Publié: (2024)

Human-Aligned Evaluation of a Pixel-wise DNN Color Constancy Model
par: Heidari-Gorji, Hamed, et autres
Publié: (2026)

Simple Models, Rich Representations: Visual Decoding from Primate Intracortical Neural Signals
par: Ciferri, Matteo, et autres
Publié: (2026)

SLIM-Brain: A Data- and Training-Efficient Foundation Model for fMRI Data Analysis
par: Wang, Mo, et autres
Publié: (2025)

Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining
par: Xia, Junfeng, et autres
Publié: (2026)

A Robotics-Inspired Scanpath Model Reveals the Importance of Uncertainty and Semantic Object Cues for Gaze Guidance in Dynamic Scenes
par: Mengers, Vito, et autres
Publié: (2024)

Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting
par: Stoyanov, Ivan, et autres
Publié: (2025)

Characterizing Universal Object Representations Across Vision Models
par: Mahner, Florian P., et autres
Publié: (2026)

Time Series Analysis of Spiking Neural Systems via Transfer Entropy and Directed Persistent Homology
par: Peek, Dylan, et autres
Publié: (2025)

Insights from the Algonauts 2025 Winners
par: Scotti, Paul S., et autres
Publié: (2025)

Error correction in multiclass image classification of facial emotion on unbalanced samples
par: Lebedev, Andrey A., et autres
Publié: (2025)

Bitbox: Behavioral Imaging Toolbox for Computational Analysis of Behavior from Videos
par: Sariyanidi, Evangelos, et autres
Publié: (2025)

Micro-DualNet: Dual-Path Spatio-Temporal Network for Micro-Action Recognition
par: Chappa, Naga VS Raviteja, et autres
Publié: (2026)

Aligned with LLM: a new multi-modal training paradigm for encoding fMRI activity in visual cortex
par: Ma, Shuxiao, et autres
Publié: (2024)

Stimulus Motion Perception Studies Imply Specific Neural Computations in Human Visual Stabilization
par: Arathorn, David W, et autres
Publié: (2025)

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
par: Lindeberg, Tony
Publié: (2024)

MAPS: Masked Attribution-based Probing of Strategies- A computational framework to align human and model explanations
par: Muzellec, Sabine, et autres
Publié: (2025)

Language learning shapes visual category-selectivity in deep neural networks
par: Lu, Zitong, et autres
Publié: (2025)

SIMON: Saliency-aware Integrative Multi-view Object-centric Neural Decoding
par: Lin, YuSheng, et autres
Publié: (2026)

Revealing the core dimensions underlying representations in brains, behavior and AI
par: Mahner, Florian P., et autres
Publié: (2026)

Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
par: Wang, Yanchen, et autres
Publié: (2025)

Hybrid Lie semi-group and cascade structures for the generalized Gaussian derivative model for visual receptive fields
par: Lindeberg, Tony
Publié: (2025)

Supervised Learning without Backpropagation using Spike-Timing-Dependent Plasticity for Image Recognition
par: Xie, Wei
Publié: (2024)

Primary visual cortex contributes to color constancy by predicting rather than discounting the illuminant: evidence from a computational study
par: Gao, Shaobing, et autres
Publié: (2024)

A Multimodal Seq2Seq Transformer for Predicting Brain Responses to Naturalistic Stimuli
par: He, Qianyi, et autres
Publié: (2025)