posted by user: cuxac || 6099 views || tracked by 4 users: [display]

ECML W - NCIC 2014 : ECML Workshop - “Neural Connectomics: From Imaging to Connectivity”


When Sep 15, 2014 - Sep 15, 2014
Where Nancy - France
Submission Deadline Jun 20, 2014
Notification Due Jul 5, 2014
Final Version Due Jul 25, 2014
Categories    machine learning   neuroimaging   neuroscience

Call For Papers

ECML Workshop - “Neural Connectomics: From Imaging to Connectivity”
September 15, 2014 - Nancy, France


Understanding the brain structure and some of its alterations caused by disease, is key to accompany research on the treatment of epilepsy and Alzheimer’s disease and other neuropathologies, as well as gaining understanding of the general functioning of the brain and its learning capabilities. At the neural level, recovering the exact wiring of the brain (connectome) including nearly 100 billion neurons, having on average 7000 synaptic connections to other neurons, is a daunting task.
The goal of this workshop is to bring together researchers in machine learning and neuroscience to discuss progress and remaining challenges in this exciting and rapidly evolving field. We aim to attract machine learning and computer vision specialists interested in learning about a new problem, as well as computational neuroscientists who may be interested in modeling connectivity data. We will discuss also the results of the First ChaLearn Neural Connectomics Challenge.

Topics of interest to the workshop include, but are not limited to:

• building connectomes from EM data
• building connectomes from fMRI data
• building connectomes from neurophysiology data
• bridging neuroanatomy and neurophysiology
• connectomics and learning
• neuroimaging technology advances
• network reconstruction algorithms
• causality in time series
• feature selection vs. causal discovery
• generative vs. discriminative modeling
• sharing data
• sharing code
• organizing new challenges
• establishing ground truth, benchmarking
• quantitative metrics of evaluation
• theoretical understanding

Important dates:
o Paper submission: June 20, 2014
o Notification of acceptance: July 05, 2014
o Camera-ready: July 25, 2014
o ECML Workshop: September 15, 2014

Important - Submission Guidelines:

We encourage contributions in any of these areas. We welcome 2-page short-form submissions and 6-page long-form submissions. Submissions should be formatted using JMLR Workshop and Proceedings format, style files for which are available at: We also encourage submissions of previously-published material that is closely related to the workshop topic (for presentation only).

Everybody can attend the workshop even if he does not participate in the challenge ( Challenge participants are encouraged to contribute a paper on their results and also submit papers for presentation on the topics of the workshop.

The papers have to be submitted via Easy Chair:


Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
AALTD@ECML 2022   Workshop on Advanced Analytics and Learning on Temporal Data
JCRAI 2022-Ei Compendex & Scopus 2022   2022 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2022)
MLSA 2022   CfP for Machine Learning and Data Mining for Sports Analytics 2022 (MLSA22) co-located with ECML/PKDD 2022
IJCNN 2023   International Joint Conference on Neural Networks
IDM 2022   Workshop on interactive data mining @ ECML PKDD
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
ACM-Ei/Scopus-ITNLP 2022   2022 2nd International Conference on Information Technology and Natural Language Processing (ITNLP 2022) -EI Compendex