Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100090
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object ....Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object recognition in images, speech recognition and automatic translation, bringing the prospect of machine intelligence closer than ever. Modern machine learning techniques have had huge impact in the last decade in fields such as robotics, computer vision and data analytics. The facility would enable Australian researchers to develop, learn and apply deep networks to problems of national importance in robotic vision and big data analytics. Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH150100003
Funder
Australian Research Council
Funding Amount
$2,611,346.00
Summary
ARC Research Hub for Graphene Enabled Industry Transformation. ARC Research Hub for Graphene Enabled Industry Transformation. This research hub aims to provide the advanced materials industry with innovative solutions to tackle critical and complex challenges of national significance. The hub intends to leverage substantial existing and new investments to overcome fundamental scientific barriers and develop fit-for-purpose graphene products with and for its partners. Advanced materials, particul ....ARC Research Hub for Graphene Enabled Industry Transformation. ARC Research Hub for Graphene Enabled Industry Transformation. This research hub aims to provide the advanced materials industry with innovative solutions to tackle critical and complex challenges of national significance. The hub intends to leverage substantial existing and new investments to overcome fundamental scientific barriers and develop fit-for-purpose graphene products with and for its partners. Advanced materials, particularly graphene, are now considered promising for maintaining competitive advantages for industrial transformational progress; and advanced industries to drive prosperity where innovation underpins business to thrive globally. The anticipated impacts are long-term economic prosperity and growth.Read moreRead less
ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functi ....ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functional materials, ii) high-tech IT/communications/sensing materials, iii) materials solutions for manufacturing, iv) materials for a sustainable Australia, and v) emerging materials technologies. Key programs will promote interdisciplinary workshops and early career researcher interactions.Read moreRead less