Melanin/PEDOT:PSS organic synaptic transistors: a step towards sustainable neuromorphic applications

Autor(es)

Nozella, Natan L. ; Selmi, Guilherme S. ; Guerra, Nayrim B. ; Piton, Marcelo R. ; Graeff, Carlos F. O. ; de Oliveira, Rafael F.

• Tipo de documento: Artigo Científico
• Fonte: NEUROMORPHIC COMPUTING AND ENGINEERING; v. 5, n. 1, p. 8-pg., 2025-03-01.

Resumo

Inspired by the functioning of the human brain, organic synaptic transistors represent a promising avenue for developing neuromorphic technologies. However, achieving sustainability while maintaining performance and functionality remains a critical challenge. Here, we report on an innovative strategy where synthetic melanin (Mel)-a natural pigment known for its improved ionic-electronic coupling, high volumetric capacitance, and environmentally friendly characteristics-is blended with benchmark poly(3,4-ethylenedioxythiophene) polystyrene sulfonate (PEDOT:PSS) to fabricate synaptic transistors. Mel/PEDOT:PSS blends having different amounts of Mel have been systematically evaluated as semiconducting layer in organic electrochemical transistors. Our findings reveal that Mel incorporation at different concentrations enables tunable synaptic responses, such as enhanced memory retention and access to multiple memory states. These effects arise from the unique properties of Mel which modulate the charge density of PEDOT:PSS in a controlled manner. This approach demonstrates the potential for developing highly stable, multi-level memory materials for organic neuromorphic devices while addressing sustainability goals. We believe our strategy can open new avenues via the integration of natural and bio-inspired materials into organic semiconductors towards the development of sustainable neuromorphic technologies. (AU)

• Processo FAPESP: 22/00410-3 - Obtenção e caracterização de transistores eletroquímicos orgânicos baseados em melanina
• Beneficiário: Natan Luis Nozella
• Modalidade de apoio: Bolsas no Brasil - Doutorado Direto
• Processo FAPESP: 13/07296-2 - CDMF - Centro de Desenvolvimento de Materiais Funcionais
• Beneficiário: Elson Longo da Silva
• Modalidade de apoio: Auxílio à Pesquisa - Centros de Pesquisa, Inovação e Difusão - CEPIDs
• Processo FAPESP: 21/06238-5 - Materiais 2D funcionalizados processados em solução: desenvolvimento de sensores e biossensores elétricos prototipáveis
• Beneficiário: Rafael Furlan de Oliveira
• Modalidade de apoio: Auxílio à Pesquisa - Jovens Pesquisadores
• Processo FAPESP: 21/09207-3 - Fabricação de transistores eletroquímicos a base de melanina dopada com condutividade iônica e eletrônica melhorada
• Beneficiário: Nayrim Brizuela Guerra
• Modalidade de apoio: Bolsas no Brasil - Pós-Doutorado