Project description
Integrating neuroscience and AI to advance understanding of human cognition
Understanding how the brain processes and integrates information across different senses is crucial for neuroscience and AI. Advancing understanding could unlock groundbreaking applications in neural decoding, assistive technologies and conversational AI. With the support of the Marie Skłodowska-Curie Actions programme, the CASPER project will merge cognitive neuroscience with cutting-edge AI techniques. It will employ graph neural networks and large language models to integrate and represent diverse data types, including text, audio, speech, images and neural signals (fMRI, EEG and MEG). CASPER’s goal is to push the boundaries of multimodal learning and neural representation recording, facilitating speech reconstruction, cross-modal content generation and zero-shot learning. By aligning AI with neural activity patterns, CASPER should help redefine cross-modal representation and neural signal interpretation.
Objective
Cross-Modal Alignment for Semantic Processing and Effective Representation (CASPER) project is pioneering a novel framework that synergizes cognitive neuroscience with advanced artificial intelligence methodologies. By employing Graph Neural Networks (GNNs) and Large Language Models (LLMs), CASPER enables seamless integration and representation of diverse modalities, such as text, audio, speech, images, and neural signals, including fMRI, EEG, and MEG. The project’s core aim is to push the frontier of multimodal learning and neural representation decoding, facilitating complex tasks like speech reconstruction, cross-modal content generation, and zero-shot learning. Through the alignment of AI systems with neural activity patterns, CASPER strives to enhance our understanding of human cognition while unlocking groundbreaking applications in neural decoding, assistive technologies, and conversational AI. This transformative approach is poised to redefine the standards of cross-modal representation and neural signal interpretation, marking a significant advancement in the field.
Fields of science (EuroSciVoc)
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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-2024-PF-01
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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.
30123 Venezia
Italy
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.