journal article·2024-09Open access

Hydrogel‐Based Artificial Synapses for Sustainable Neuromorphic Electronics

Jiongyi Yan, James P. K. Armstrong, Fabrizio Scarpa, Adam W. Perriman

Advanced Materials· Volume 36· Issue 38

Abstract

Abstract Hydrogels find widespread applications in biomedicine because of their outstanding biocompatibility, biodegradability, and tunable material properties. Hydrogels can be chemically functionalized or reinforced to respond to physical or chemical stimulation, which opens up new possibilities in the emerging field of intelligent bioelectronics. Here, the state‐of‐the‐art in functional hydrogel‐based transistors and memristors is reviewed as potential artificial synapses. Within these systems, hydrogels can serve as semisolid dielectric electrolytes in transistors and as switching layers in memristors. These synaptic devices with volatile and non‐volatile resistive switching show good adaptability to external stimuli for short‐term and long‐term synaptic memory effects, some of which are integrated into synaptic arrays as artificial neurons; although, there are discrepancies in switching performance and efficacy. By comparing different hydrogels and their respective properties, an outlook is provided on a new range of biocompatible, environment‐friendly, and sustainable neuromorphic hardware. How potential energy‐efficient information storage and processing can be achieved using artificial neural networks with brain‐inspired architecture for neuromorphic computing is described. The development of hydrogel‐based artificial synapses can significantly impact the fields of neuromorphic bionics, biometrics, and biosensing.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Memory and Neural Computing · Photoreceptor and optogenetics research · Neuroscience and Neural Engineering

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Cellular and Molecular Medicine University of Bristol Bristol BS8 1TD UK

Department of Translational Health Sciences Bristol Medical School University of Bristol Bristol BS1 3NY UK

Bristol Composites Institute School of Civil, Aerospace and Design Engineering (CADE) University of Bristol University Walk Bristol BS8 1TR UK

Research School of Chemistry Australian National University Canberra Australian Capital Territory 2601 Australia

John Curtin School of Medical Research Australian National University Canberra Australian Capital Territory 2601 Australia

Funding

Medical Research Council · FP7 Ideas: European Research Council

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