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

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Author(s):
Nozella, Natan L. ; Selmi, Guilherme S. ; Guerra, Nayrim B. ; Piton, Marcelo R. ; Graeff, Carlos F. O. ; de Oliveira, Rafael F.
Total Authors: 6
Document type: Journal article
Source: NEUROMORPHIC COMPUTING AND ENGINEERING; v. 5, n. 1, p. 8-pg., 2025-03-01.
Abstract

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)

FAPESP's process: 22/00410-3 - Obtation and characterization of organic electrochemical transistors based on melanin
Grantee:Natan Luis Nozella
Support Opportunities: Scholarships in Brazil - Doctorate (Direct)
FAPESP's process: 13/07296-2 - CDMF - Center for the Development of Functional Materials
Grantee:Elson Longo da Silva
Support Opportunities: Research Grants - Research, Innovation and Dissemination Centers - RIDC
FAPESP's process: 21/06238-5 - Functionalized solution-processed 2D materials: development of prototyping electric sensors and biosensors
Grantee:Rafael Furlan de Oliveira
Support Opportunities: Research Grants - Young Investigators Grants
FAPESP's process: 21/09207-3 - Fabrication of electrochemical transistors based on doped melanin with improved ionic and electronic conductivity
Grantee:Nayrim Brizuela Guerra
Support Opportunities: Scholarships in Brazil - Post-Doctoral