Objective
Neuromorphic computing has demonstrated high potential for creating computing systems with order-of-magnitude improvements in energy efficiency and robustness to noisy or unreliable sensory signals, such as those inherent in vision. However, a significant roadblock to realizing the full potential of this emerging brain-inspired technology is the current practical need to use inefficient and slow (high latency) legacy von Neumann architectures to convert the input data that needs to be processed, and supply it to the neuromorphic system for further processing.
A promising solution to this problem is the recent availability of state-of-the-art neuromorphic sensors, which produce asynchronous event-based output in a form for neuromorphic processing. In parallel, we have developed state-of-the-art neuromorphic processors in the ERC NeuroP project, opening the path to creating fully neuromorphic combined sensing and processing systems.
Here we will demonstrate the potential of this technology by building a proof of concept Neuromorphic Sensory Processor (NSP), which will directly interface the neuromorphic Dynamic Vision Sensor with one of the neuromorphic processor devices developed in the ERC NeuroP project. This will represent the first ever general-purpose, end-to-end, fully neuromorphic vision sensing and processing system available for general usage.
In this project we will build a technology demonstrator and a detailed commercial business case for this technology, and demonstrate both its technological and commercial advantages. Possible applications for the technology include ultra-high performance and ultra-low power visual processing in ambient surveillance, driver assistance, mobile/wearable devices and robotics.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- natural sciences computer and information sciences internet internet of things
- engineering and technology environmental engineering ecosystem-based management climatic change mitigation
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering sensors
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering robotics
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Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC)
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
ERC-POC - Proof of Concept Grant
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) ERC-2015-PoC
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
8006 Zurich
Switzerland
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.