{"total":86,"rows":[{"id":"2106.07411","title":"Partial success in closing the gap between human and machine vision","created":"2021-06-14","cited_by_count":185,"area":null},{"id":"2310.13018","title":"Getting aligned on representational alignment","created":"2023-10-18","cited_by_count":143,"area":null},{"id":"2210.06756","title":"Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features","created":"2022-10-13","cited_by_count":63,"area":null},{"id":"2211.04533","title":"Harmonizing the object recognition strategies of deep neural networks with humans","created":"2022-11-08","cited_by_count":59,"area":null},{"id":"2109.14247","title":"Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State","created":"2021-09-29","cited_by_count":40,"area":null},{"id":"2110.05922","title":"Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond)","created":"2021-10-12","cited_by_count":35,"area":null},{"id":"2503.01830","title":"From Language to Cognition: How LLMs Outgrow the Human Language Network","created":"2025-03-03","cited_by_count":30,"area":null},{"id":"2306.03089","title":"Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models","created":"2023-06-05","cited_by_count":29,"area":null},{"id":"2109.03351","title":"Capturing the objects of vision with neural networks","created":"2021-09-07","cited_by_count":21,"area":null},{"id":"2307.10246","title":"Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)","created":"2023-07-17","cited_by_count":21,"area":null},{"id":"2106.02749","title":"Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics","created":"2021-06-04","cited_by_count":19,"area":null},{"id":"2310.04420","title":"BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity","created":"2023-10-06","cited_by_count":19,"area":null},{"id":"2207.01332","title":"The least-control principle for local learning at equilibrium","created":"2022-07-04","cited_by_count":16,"area":null},{"id":"2309.08045","title":"Traveling Waves Encode the Recent Past and Enhance Sequence Learning","created":"2023-09-03","cited_by_count":16,"area":null},{"id":"2111.03740","title":"Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features","created":"2021-11-05","cited_by_count":14,"area":null},{"id":"2312.03035","title":"SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction","created":"2023-12-05","cited_by_count":14,"area":null},{"id":"2204.08261","title":"Visio-Linguistic Brain Encoding","created":"2022-04-18","cited_by_count":13,"area":null},{"id":"2410.05266","title":"Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers","created":"2024-10-07","cited_by_count":13,"area":null},{"id":"2411.05712","title":"Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream","created":"2024-11-08","cited_by_count":13,"area":null},{"id":"2203.07302","title":"Mixed Evidence for Gestalt Grouping in Deep Neural Networks","created":"2022-03-14","cited_by_count":12,"area":null},{"id":"2107.07013","title":"Passive Attention in Artificial Neural Networks Predicts Human Visual Selectivity","created":"2021-07-14","cited_by_count":10,"area":null},{"id":"2305.17023","title":"Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception?","created":"2023-05-26","cited_by_count":10,"area":null},{"id":"2302.06677","title":"System identification of neural systems: If we got it right, would we know?","created":"2023-02-13","cited_by_count":9,"area":null},{"id":"2302.00232","title":"SPIDE: A Purely Spike-based Method for Training Feedback Spiking Neural Networks","created":"2023-02-01","cited_by_count":8,"area":null},{"id":"2404.05290","title":"MindSet: Vision. A toolbox for testing DNNs on key psychological experiments","created":"2024-04-08","cited_by_count":8,"area":null},{"id":"2308.06887","title":"Robustified ANNs Reveal Wormholes Between Human Category Percepts","created":"2023-08-14","cited_by_count":6,"area":null},{"id":"2502.18710","title":"Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts","created":"2025-02-26","cited_by_count":6,"area":null},{"id":"2504.05253","title":"Contour Integration Underlies Human-Like Vision","created":"2025-04-07","cited_by_count":6,"area":null},{"id":"2404.14325","title":"Adapting to time: Why nature may have evolved a diverse set of neurons","created":"2024-04-22","cited_by_count":5,"area":null},{"id":"2206.10821","title":"Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations","created":"2022-06-22","cited_by_count":4,"area":null},{"id":"2305.19394","title":"Synaptic Weight Distributions Depend on the Geometry of Plasticity","created":"2023-05-30","cited_by_count":4,"area":null},{"id":"2311.04386","title":"Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models","created":"2023-11-07","cited_by_count":4,"area":null},{"id":"2401.17231","title":"Achieving More Human Brain-Like Vision via Human EEG Representational Alignment","created":"2024-01-30","cited_by_count":4,"area":null},{"id":"2403.07078","title":"Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning","created":"2024-03-11","cited_by_count":4,"area":null},{"id":"2301.06340","title":"Deep Learning Models to Study Sentence Comprehension in the Human Brain","created":"2023-01-16","cited_by_count":3,"area":null},{"id":"2406.15109","title":"Brain-Like Language Processing via a Shallow Untrained Multihead Attention Network","created":"2024-06-21","cited_by_count":3,"area":null},{"id":"2411.03630","title":"RTify: Aligning Deep Neural Networks with Human Behavioral Decisions","created":"2024-11-06","cited_by_count":3,"area":null},{"id":"2507.00493","title":"Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models","created":"2025-07-01","cited_by_count":3,"area":null},{"id":"2606.20707","title":"GEOPHYS: The Geometry of Physical Plausibility","created":"2026-06-15","cited_by_count":3,"area":null},{"id":"2202.01691","title":"Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal","created":"2022-01-18","cited_by_count":2,"area":null},{"id":"2204.02905","title":"EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios","created":"2022-04-06","cited_by_count":2,"area":null},{"id":"2304.09403","title":"Wavelets Beat Monkeys at Adversarial Robustness","created":"2023-04-19","cited_by_count":2,"area":null},{"id":"2402.01557","title":"Deep Continuous Networks","created":"2024-02-02","cited_by_count":2,"area":null},{"id":"2402.19401","title":"Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance","created":"2024-02-29","cited_by_count":2,"area":null},{"id":"2407.05340","title":"Interpreting the Residual Stream of ResNet18","created":"2024-07-07","cited_by_count":2,"area":null},{"id":"2407.10414","title":"Teaching CORnet Human fMRI Representations for Enhanced Model-Brain Alignment","created":"2024-07-15","cited_by_count":2,"area":null},{"id":"2408.14950","title":"NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework","created":"2024-08-27","cited_by_count":2,"area":null},{"id":"2412.09115","title":"Vision CNNs trained to estimate spatial latents learned similar ventral-stream-aligned representations","created":"2024-12-12","cited_by_count":2,"area":null},{"id":"2501.06762","title":"Improving the adaptive and continuous learning capabilities of artificial neural networks: Lessons from multi-neuromodulatory dynamics","created":"2025-01-12","cited_by_count":2,"area":null},{"id":"2507.05888","title":"The Thousand Brains Theory 2.0: An Extension for the Long-Range Connections of the Neocortical Heterarchy","created":"2025-07-08","cited_by_count":2,"area":null},{"id":"2207.10237","title":"SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks","created":"2022-07-21","cited_by_count":1,"area":null},{"id":"2210.01869","title":"Memory in humans and deep language models: Linking hypotheses for model augmentation","created":"2022-10-04","cited_by_count":1,"area":null},{"id":"2303.07679","title":"Feature representations useful for predicting image memorability","created":"2023-03-14","cited_by_count":1,"area":null},{"id":"2312.11436","title":"Layerwise complexity-matched learning yields an improved model of cortical area V2","created":"2023-12-18","cited_by_count":1,"area":null},{"id":"2407.19072","title":"Configural processing as an optimized strategy for robust object recognition in neural networks","created":"2024-07-18","cited_by_count":1,"area":null},{"id":"2411.16326","title":"Brain-like emergent properties in deep networks: impact of network architecture, datasets and training","created":"2024-11-25","cited_by_count":1,"area":null},{"id":"2505.06886","title":"Mice to Machines: Neural Representations from Visual Cortex for Domain Generalization","created":"2025-05-11","cited_by_count":1,"area":null},{"id":"2505.08316","title":"Improving Unsupervised Task-driven Models of Ventral Visual Stream via Relative Position Predictivity","created":"2025-05-13","cited_by_count":1,"area":null},{"id":"2601.03392","title":"Better, But Not Sufficient: Testing Video ANNs Against Macaque IT Dynamics","created":"2026-01-06","cited_by_count":1,"area":null},{"id":"2603.24730","title":"A Framework for Generating Semantically Ambiguous Images to Probe Human and Machine Perception","created":"2026-03-25","cited_by_count":1,"area":null},{"id":"2605.05556","title":"Extremely coarse learning objectives induce human-aligned representations in AI vision models","created":"2026-05-07","cited_by_count":1,"area":null},{"id":"2102.06870","title":"Self-Reorganizing and Rejuvenating CNNs for Increasing Model Capacity Utilization","created":"2021-02-13","cited_by_count":0,"area":null},{"id":"2105.06544","title":"Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets","created":"2021-05-13","cited_by_count":0,"area":null},{"id":"2106.04540","title":"Object Based Attention Through Internal Gating","created":"2021-06-08","cited_by_count":0,"area":null},{"id":"2107.10456","title":"CogSense: A Cognitively Inspired Framework for Perception Adaptation","created":"2021-07-22","cited_by_count":0,"area":null},{"id":"2210.08632","title":"Psychophysical-Score: A Behavioral Measure for Assessing the Biological Plausibility of Visual Recognition Models","created":"2022-10-16","cited_by_count":0,"area":null},{"id":"2405.15239","title":"Brain3D: Generating 3D Objects from fMRI","created":"2024-05-24","cited_by_count":0,"area":null},{"id":"2406.07843","title":"Self-Attention-Based Contextual Modulation Improves Neural System Identification","created":"2024-06-12","cited_by_count":0,"area":null},{"id":"2409.02241","title":"What Makes a Face Look like a Hat: Decoupling Low-level and High-level Visual Properties with Image Triplets","created":"2024-09-03","cited_by_count":0,"area":null},{"id":"2502.11141","title":"Cognitive Neural Architecture Search Reveals Hierarchical Entailment","created":"2025-02-16","cited_by_count":0,"area":null},{"id":"2502.16456","title":"Language learning shapes visual category-selectivity in deep neural networks","created":"2025-02-23","cited_by_count":0,"area":null},{"id":"2503.16454","title":"An Audio-Visual Fusion Emotion Generation Model Based on Neuroanatomical Alignment","created":"2025-02-21","cited_by_count":0,"area":null},{"id":"2503.23212","title":"Convolutional Neural Networks Can (Meta-)Learn the Same-Different Relation","created":"2025-03-29","cited_by_count":0,"area":null},{"id":"2504.16290","title":"Naturally Computed Scale Invariance in the Residual Stream of ResNet18","created":"2025-04-22","cited_by_count":0,"area":null},{"id":"2506.20877","title":"THIRDEYE: Cue-Aware Monocular Depth Estimation via Brain-Inspired Multi-Stage Fusion","created":"2025-06-25","cited_by_count":0,"area":null},{"id":"2507.18966","title":"YOLO for Knowledge Extraction from Vehicle Images: A Baseline Study","created":"2025-07-25","cited_by_count":0,"area":null},{"id":"2508.02995","title":"The Geometry of Cortical Computation: Manifold Disentanglement and Predictive Dynamics in VCNet","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2508.04270","title":"TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2509.15460","title":"Incorporating Visual Cortical Lateral Connection Properties into CNN: Recurrent Activation and Excitatory-Inhibitory Separation","created":"2025-09-18","cited_by_count":0,"area":null},{"id":"2509.21384","title":"Assessing the Alignment of Popular CNNs to the Brain for Valence Appraisal","created":"2025-09-23","cited_by_count":0,"area":null},{"id":"2605.09243","title":"How Much is Brain Data Worth for Machine Learning?","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2605.12619","title":"Perceived face similarity reflects inverse-generative and naturalistic discriminative objectives","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.30942","title":"PRISM: Progressive Reasoning through Iterative Slot Memory for Vision","created":"2026-05-29","cited_by_count":0,"area":null},{"id":"2607.16298","title":"Revisiting Shape and Texture Reliance with Category-Separability-Calibrated Suppression","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2608.18244","title":"Bidirectional representational alignment between biological and artificial neural networks","created":"2026-08-18","cited_by_count":0,"area":null},{"id":"2609.38487","title":"Multidimensional Observer Model and Perceptual Dimensions of Human Image Quality Assessment","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}