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  2. Recent research on brain-inspired Modeling and its applications

Recent research on brain-inspired Modeling and its applications

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Given a few labelled samples, semi-supervised learning generally performs much better than supervised learning, semi-supervised learning algorithms are more robust to noise. Label Prediction via Deformed Graph Laplacian for Semi-supervised Learning is presented.  A novel curriculum learning approach, dubbed multi-modal curriculum learning, to optimize the quality of semi-supervised image classification is proposed.

NeuCube, a spiking neural network architecture, is presented for FMRI data analysis of Brain cognition, and for obstacle avoidance in prosthetic vision.

Several deep-learning network frameworks are presented for medical image analysis, such as: Computer Aided Detection for Diabetic Retinopathy in Color Fundus Images; Pulmonary nodule detection; Chromosome recognition; Small Lesion Classication in Dynamic Contrast Enhancement MRI for Breast Cancer Early Detection.

Orateur

Professor Jie Yang

Lieu

Salle de réunion 4ème étage Bâtiment 502

Date - horaires

Thu 28/06/2018 - 17:00

Type d'évenement

Séminaire

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