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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-03 · via Proceedings of Machine Learning Research

[edit]

Volume 308: Neuro for AI & AI for Neuro: Towards Multi-Modal Natural Intelligence, 27 January 2026, Singapore

[edit]

Editors: Reza Abbasi-Asl, Asim Iqbal, Shinya Ito, Anton Arkhipov, Sophia Sanborn

[bib][citeproc]

Filter Authors: Filter Titles:

Electrophysiologically Informed Neuromorphic Spiking Networks for Spatial Navigation

; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:1-9

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Out-of-Distribution Generalization under Augmented Stimuli Reveals the Inductive Bias of Visual Cortex Digital Twins

Ayumi Kasagi, Takemi Hieda, Yuki Hosaka, Ruixiang Li, Masato Taki, Teppei Matsui; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:10-17

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Multi-Modal Natural Intelligence through Active Predictive Coding

Jeffrey Duan, Vishwas Sathish, Crimson Stambaugh, Rajesh P. N. Rao; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:18-26

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DynaTab: Dynamic Feature Ordering as Neural Rewiring for High-Dimensional Tabular Data

Al Zadid Sultan Bin Habib, Gianfranco Doretto, Donald A. Adjeroh; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:27-57

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Developing Autoencoder: Incremental Bottleneck Expansion Leads to an Informed Latent Space

Deyue Kong, Jonas Elpelt, David Vogenauer, Markos Genios, Matthias Kaschube; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:58-66

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A Biologically Interpretable Cognitive Architecture for Online Structuring of Episodic Memories into Cognitive Maps

Evgenii Dzhivelikian, Nikita Bainaev-Mangilev, Aleksandr Panov; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:67-75

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Hierarchical Predictive Processing for Uncertainty-Aware Multimodal Transformers

Namita Achyuthan, Bhaskarjyoti Das; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:76-83

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CATFormer: When Continual Learning Meets Spiking Transformers With Dynamic Thresholds

Vaishnavi Nagabhushana, Kartikay Agrawal, Ayon Borthakur; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:84-92

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Masked Autoencoders Learn Perception-Relevant Representations from Resting State Neural Data

Aleksandr Kovalev, Antonio Lozano, Fabrizio Grani, Cristina Soto Sanchez, Leili Soo, Rocío López-Peco, Adrian Villamarin-Ortiz, Roberto Morollón Ruiz, María del Mar Ayuso Arroyave, Alfonso Rodil, Eduardo Fernández; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:93-98

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Play the (Mis)Match: Using fMRI-Aligned Feature Fine-Tuning to Reveal Shortcut Bias in Deep Neural Networks

Yang Chen Lin, Chiayun Lee, Po-Chih Kuo; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:99-107

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Similar Accuracy but Different Topographies under Cross-Entropy and Contrastive Learning

Gerrit Sander, Uri Hasson; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:108-115

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Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis

Xingyu Liu, Yubin Li, Guozhang Chen; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:116-148

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Building Emotional Intelligence into Digital Therapy AI Agents through Neurofeedback

Sam Nallaperuma-Herzberg, Rishabh Balse, Sonia Koszut, Lilith Stenhouse, Anna Bevan, Tristan Bekinschtein, Pietro Lio; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:149-154

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MultiDiffNet: A Multi-Objective Diffusion Framework for Generalizable Brain Decoding

Meng-Chun Zhang, Kateryna Shapovalenko, Yucheng Shao, Eddie Guo, Parusha Pradhan; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:155-162

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Neural Attention Maps Alignment in Vision Transformers and Mammalian Visual Cortex

Hamd Jalil, Ahmed Rashid Qazi, Asim Iqbal; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:163-179

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G-LaD: Graph-Language alignment for few-shot Diagnosis from fMRI

Abhishek Gupta, Vipul Kumar Singh, Jyotismita Barman, Sandeep Kumar, Anish Arora; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:180-188

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BRAINS: Building Representations with Autoencoders for Individualized Neuroimaging Spaces

Kajal Singla, Pierre-Louis Bazin, Nico Scherf; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:189-198

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Steering Transformer Attention with Human EEG

Claire Short, Steven Basart, Sinem Erisken; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:199-204

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Shared Latent Coordinates and Multi-Observable Phase-Diagram Placement Yield Directly Comparable Mechanistic Fingerprints of Whole-Brain Dynamics

Julian Kedys, Cezary Mazurek; Proceedings of the First Workshop on NeuroAI Multimodal Intelligence @ AAAI 2026, PMLR 308:205-213

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