Dan Claudiu Cireșan

Senior Researcher - Dalle Molle Institute for Artificial Intelligence (IDSIA) me

Interest

AI, Machine Learning, Pattern Recognition, Deep Learning with Neural Networks
Computer Vision
Speech Recognition
Medical and Biological Image Analysis
GPGPU

Deep Neural Networks for Industry

Competitions (all methods use my NN framework)

NEW! Talk at TEDxBrussels featuring several of my results.

Talks

Publications Google Scholar citations dblp

Journal papers: Book chapters: Conference papers:

2014 2013 2012 2011 2008
Workshop papers:

Technical reports:

Current project

Supervised Deep / Recurrent Nets, SNF grant 140399

Past projects

Swiss CTI, Commission for Technology and Innovation, Project n. 9688.1 IFF: Intelligent Fill in Form (2009-2010)
Neural Dynamics, EU project

Current work

speech recognition
using NNs to solve computer vision tasks in robotics, medicine, general 3D scene understanding
connectomics
cancer detection
visual data mining
improving the GPU NN framework

Results on various benchmark data sets (state of the art for: MNIST, NIST SD 19, NORB, CIFAR10, traffic signs, Chinese characters)

Simple C/C++ code for training and testing MLPs and CNNs.

Contact


+41 (0)58 666 6710
IDSIA, Galleria 2, CH-6928 Manno-Lugano, Ticino - Switzerland

PhD Thesis

PhD thesis Recunoașterea șirurilor numerice scrise de mână. (in Romanian) [Automatic recognition of handwritten numeral strings.] at "POLITEHNICA" University of Timișoara





Goal

improve human life through scientific advancements
Last update: May 25th, 2014