5- International Workshop on Machine Learning Approaches for Understanding the Brain
Etkinlik Türü: Çalıştay
Çalıştayın Adı: International workshop on machine learning for brain (MLUB)
Çalıştayı Düzenleyenler:
Fatoş T. Yarman Vural, vural{a*}ceng.metu.edu.tr, ODTÜ
Çalıştayla ilgili detaylı bilgilere aşağıdaki siteden ulaşılabilir: http://mlub.ceng.metu.edu.tr/
Call for papers:
International Workshop on Machine Learning for Understanding the Brain (MLUB) welcomes original and unpublished work on theory, systems, algorithms and applications related to Machine Learning and understanding techniques for modeling and analysis of brain in various modalities, such as, fMRI, sMRI, EEG, MEG, fNIRS, and various forms of microscopy. The workshop focuses on but is not limited to the following topics:
- Learning and inference on neuroimaging data
- Cognitive state classification
- Functional Connectivity
- Sparse Techniques
- Multimodal Learning
- Multi-Subject Learning
- Efficient Algorithms for Large-Scale Data
- Brain Network Embedding
- Cognitive Computing
- Software Simulation of the Brain
- Pattern and Object Recognition
- Cognitive Machine Learning
- Modeling
- Vision Models of the Brain
- Memory Model of the Brain
- Neural Models of the Brain
- Visualization
- High-Dimensional Neuroimaging Data Visualization
- Brain Network Visualization
- Network Summarization
- Applications
- Resting-State Data Analysis
- Task-Based Data Analysis
- Diagnosis of Diseases
- Brain Computer Interface
Submission Procedure:
We call for paper contributions with a maximum length of 4 pages (double-column, IEEE style, PDF) for review. Accepted submissions will be assigned to one of the oral sessions. Every accepted submission has to be presented at the workshop by one of the paper's authors. All accepted and presented submissions will be included in the workshop proceedings and wil be published by IEEE Xplore.
Technical Program Committee
- Emre Akbas (Middle East Technical University)
- Fatos T. Yarman-Vural (Middle East Technical University)
- Cengiz Acarturk (Middle East Technical University)
- Aysenil Belger (University of North Carolina at Chapel Hill)
- Murat Perit Cakir (Middle East Technical University)
- Tolga Cukur (Bilkent University)
- Erkut Erdem (Hacettepe University)
- Aykut Erdem (Hacettepe University)
- Didem Gokcay (Middle East Technical University)
- Ugur Halici (Middle East Technical University)
- Meltem Izzetoglu (Drexel University)
- Ilke Oztekin (Koc University)
- Pinar Duygulu (Hacettepe University)
- Albert Salah (Bogazici University)
- Duygu Tosun (University of California, San Francisco)
- Burcu Ayşen Ürgen
- ilkay Ulusoy (Middle East Technical University)
- Mujdat Cetin (Sabanci University)
- Gulsah Tumuklu (Ataturk University)
- Mete Ozay (Tohoku University)
- Sinan KALKAN (Middle East Technical University)
- Enis A. Cetin (Bilkent University)
