Project description
Brain-Like Computing Gets a Boost from Hybrid Organic Tech
Europe’s digital future hinges on two enormous demands: smarter AI and cleaner energy. However, current computers use power in unsustainable ways. Inspired by the human brain, neuromorphic computing offers a radical alternative, particularly through floating gate synaptic transistors (FGTs), which promise ultra-low energy use. Nevertheless, FGTs remain unstable and hard to control. Supported by the Marie Skłodowska-Curie Actions programme, the SUPER-GATE project tackles this by combining 2D hybrid organic-inorganic perovskites with a heterojunction design. This fusion aims to reduce energy consumption to less than 1 femtojoule per spike (thousands of times lower than conventional systems) and improve long-term stability. By uniting deep materials science with cutting-edge electronics, SUPER-GATE is advancing greener tech.
Objective
The ascent of artificial intelligence and the increasing demand for clean energy technologies in Europe has given rise to a pertinent need for modern computing systems with reduced energy consumption. Neuromorphic computing, inspired by the working of the human brain, constitutes a potential paradigm shift in low-energy computing. Floating gate synaptic transistors (FGTs), critical components in neuromorphic computing hardware, offer promising pathways to perform massively parallel computational tasks with ultralow energy consumption of 1-10 fJ/spike. Despite the promises of FGTs, several challenges related to limited control over the charge-trapping properties, morphology, and stability of the floating gate layer need to be addressed. The SUPER-GATE project introduces an innovative concept of combining advanced 2D hybrid organic-inorganic perovskite (HOIP) molecular design with a facile and effective heterojunction design. In SUPER-GATE, an interdisciplinary strategy of materials and device engineering will be implemented by fine-tuning the energy level alignment of the organic cation in the 2D HOIP with an organic semiconductor channel in the form of a heterojunction. This will lead to synaptic performance with ultra-low power consumption (<1 fJ/spike) and more stable HOIP-based FGT devices than achieved to date (>152 days). Combining advanced optoelectronic and morphological characterization, structure-property-performance relationships will be formulated to guide further material and device development. The expertise of the researcher in the fabrication and optimization of organic electronic devices by solution-processed techniques will be combined with the host's experience in HOIP synthesis and the advanced optoelectronic characterization of transistors. The in-depth training gained during SUPER-GATE will contribute to the researcher’s professional career to become a cutting-edge scientist and present an important milestone toward academic independence.
Fields of science (EuroSciVoc)
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Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
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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)
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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.
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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
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(opens in new window) HORIZON-MSCA-2024-PF-01
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3001 Leuven
Belgium
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