Call for Abstracts

The call for abstracts for the Frontiers in NeuroAI symposium is now open. A limited number of abstracts may be selected for presentation.

Abstract guidelines & requirements

The Frontiers in NeuroAI symposium brings together investigators in computational neuroscience, artificial intelligence (AI), machine learning (ML), cognitive science, and closely related fields, to explore the central goals and challenges of NeuroAI for the next decade.

We invite submissions presenting original research on topics including, but not limited to, the following:

• Innovation in AI/ML (e.g., architectures, foundation models, training methods, optimization, evaluation)
• ML methods in neuroscience (e.g., data analysis and modeling)
• Brain-inspired architectures and learning algorithms (e.g., dendritic computation, inductive biases of neural circuits)
• NeuroAI for clinical applications (e.g., diagnosis, therapy, drug discovery)
• Reinforcement Learning (e.g., decision-making, reward-based learning, robotics, agent-based models)
• Theory and applications of Large Language Models (e.g., zero-shot learning, in-context learning, computational linguistics)
• Probabilistic methods (e.g., Bayesian inference, predictive processing, causal inference)
• Neuromorphic computing (e.g., brain-inspired hardware, memristors, reservoir computing)
• ML Theory (e.g., information theory, control theory, physics, renormalization, scaling laws, universality classes)
• Interpretability and Explainability of AI/ML systems

Poster Requirements: Horizontal, must be 36”X48”

Submit an abstract

Please use the link below to submit your abstract. You must be registered for the symposium before submitting an abstract for consideration.

Submission Deadline: Sunday, March 16, 2025 at 11:59pm