Dear colleagues,
We are pleased to invite you to the upcoming CNS*2025 workshop "NeuroXAI: Explainable AI for Understanding Biological Brains", to be held on July 8th, 2025 (9am to 12:30pm) in Florence, Italy. This workshop provides a unique platform to bring together neuroscience and AI researchers working on explainable AI (XAI) for neuroscience (NeuroXAI) and other relevant areas of research. Topics of interest include machine learning and data mining models for neuroscience, XAI methods to address challenges in neuroscience data analysis and modeling, neuro-inspired models, and topics of high societal relevance (e.g., open science practices and reproducibility). 
Confirmed speakers and talks:

Parsimonious and Tractable RNNs for Dynamical Systems Reconstruction
Daniel Durstewitz (Central Institute of Mental Health Mannheim and Interdisciplinary Center for Scientific Computing at Heidelberg University)

Leveraging Latent Space Models for Biomarker Discovery in Deep Brain Stimulation
Sankar Alagapan (Georgia Institute of Technology)

Explainable AI for neuroimaging in psychiatry: evaluation and cellular-to-network investigation of E/I imbalance in autism
Trang-Anh Nghiem (Stanford University/Hertie Institute for AI in Brain Health)

Neural dynamics of reversal learning in the prefrontal cortex and recurrent neural networks
Christopher Kim (Howard University)

What can artificial neural networks learn from biological neuromodulatory systems?
Srikanth Ramaswamy (Newcastle University/MIT)

For more details, please visit https://cns2025florence.sched.com/event/1z9Mt/neuroxai-explainable-ai-for-understanding-biological-brains.

We look forward to having you join us in Florence!

Yours,

Jie Mei, Nina Hubig, Subham Dey and Claudia Plant

Best regards

Jie Mei

Assistant Professor of Computational Neuroscience


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