Deep Learning

Deep learning is the science of training large artificial neural networksDeep neural networks (DNNs) can have hundreds of millions of parameters allowing them to model complex functions such as nonlinear dynamics. They form compact representations of state from raw, high-dimensional, multimodal sensor data commonly found in robotic systems and unlike many machine learning methods, they do not require a human expert to hand-engineer feature vectors from sensor data at design time. DNNs can, however, present particular challenges in physical robotic systems, where generating training data is generally expensive, and sub-optimal performance in training poses a danger in some applications. Yet, despite such challenges, robotcists are finding creative alternatives, such as leveraging training data via digital manipulation, automating training, and employing multiple DNNs to improve performance and reduce training time.

    Related Conference of Deep Learning

    June 24-25, 2019

    3rd World Congress on Wind & Renewable Energy

    Barcelona,Spain
    September 16-17,2019

    International Summit on Aerospace and Defense Exposition

    Amsterdam,Netherlands
    September 18-19, 2019

    8th International Conference on Biostatistics & Bioinformatics

    San Francisco, USA
    September 18-19, 2019

    8th International Conference on Big Data Analytics & Data Mining

    San Francisco, USA
    September 25-26, 2019 |

    6th International Conference and Expo on Computer Graphics & Animation

    Toronto | Ontario | Canada
    October 23-24, 2019

    11th Euro Biosensors & Bioelectronics Congress

    Rome, Italy
    October 24-25, 2019

    6th World Machine Learning and Deep Learning Congress

    Helsinki, Finland
    October 25-26, 2019 |

    12th International Conference & Exhibition on Biosensors & Bioelectronics

    Vancouver | British Columbia | Canada
    October 28-29, 2019

    10th World Congress on Biosensors and Bioelectronics

    Zurich, Switzerland
    November 11-12, 2019

    4th International Conference on Robotics

    Tokyo, Japan
    December 2-3, 2019

    Global Animation and Multimedia Conference

    Manila, Philippines

    Deep Learning Conference Speakers

    Recommended Sessions

    Related Journals

    Are you interested in