Objective
Modern computers are built on CMOS (Complementary Metal–Oxide–Semiconductor) technology, where memory and processing are separate. This design causes huge energy losses because data must move back and forth between the two units. For example, supercomputers use nearly 7.8 MW of power, while the human brain performs far more complex tasks at only ~20 W. To solve this problem, researchers are turning to neuromorphic devices, which mimic the brain by combining memory and processing in a single unit. These devices can learn and adapt while using far less energy. This project will develop a voltage-gated ionic memristor using very narrow channels in layered vermiculite, with a height of only about 3 Å. Inside these channels, calcium ions (Ca²⁺), similar to those used in biological synapses, will move and create memory effects. This project will explore all the symmetric and asymmetric designs of channels with voltage gating. By applying a gate voltage, the device can be tuned in real time to strengthen or weaken its memory states. This allows the device to reproduce brain-like functions such as short-term memory (learning and forgetting quickly) and long-term memory (stable learning over time), which is the fundamental principle for the fabrication of neuromorphic computing, which will be exploited in this project with periodic potential. To understand how memory forms in these tiny channels, COMSOL simulations will be used to study ion movement and the role of the gate voltage on it. At the system level, NeuroSim simulations will test how well these devices can recognize patterns, such as images. This combination of experiments and simulations will provide both a proof of concept and design rules for scaling the technology for the fabrication of the next generation of neuromorphic computing. The project is expected to deliver a new type of neuromorphic hardware that is far more energy efficient than CMOS.
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 chemical sciences inorganic chemistry alkaline earth metals
- engineering and technology electrical engineering, electronic engineering, information engineering electronic engineering computer hardware supercomputers
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
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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HORIZON.1.2 - Marie Skłodowska-Curie Actions (MSCA)
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.
HORIZON-TMA-MSCA-PF-EF - HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships
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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) HORIZON-MSCA-2025-PF
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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.
M13 9PL Manchester
United Kingdom
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.