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Compliant Electrodes

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lightbulbAbout this topic
Compliant electrodes are flexible conductive materials designed to conform to the surface of biological tissues or other substrates. They facilitate efficient electrical interfacing for applications in biomedical devices, neural interfaces, and energy harvesting, enhancing performance by accommodating mechanical movements and reducing tissue damage.
lightbulbAbout this topic
Compliant electrodes are flexible conductive materials designed to conform to the surface of biological tissues or other substrates. They facilitate efficient electrical interfacing for applications in biomedical devices, neural interfaces, and energy harvesting, enhancing performance by accommodating mechanical movements and reducing tissue damage.

Key research themes

1. How can soft and compliant materials enhance the mechanical integration and functional stability of electrodes in wearable and implantable bioelectronics?

This research area investigates the development and characterization of soft, stretchable, and biocompatible materials and composites that improve the mechanical matching between electrodes and biological tissues. Addressing the mechanical mismatch reduces tissue damage, inflammation, and device failure in long-term applications such as wearable biosensors, implantable neural interfaces, and flexible energy storage devices. The theme encompasses fabrication methods, material designs (e.g., conductive hydrogels, elastomer composites), and coatings that promote stable electrode-tissue interfaces while maintaining electrochemical performance and user comfort.

Key finding: Demonstrated that hydrogel coatings incorporating collagen I or polylysine-laminin-1 promote cortical nerve cell attachment and differentiation on silicon substrates, suggesting tissue-engineered coatings can reduce... Read more
Key finding: Developed silicone-based elastomer electrodes infused with carbon black, fabricated via multilayer screen-printing, achieving soft, conformable electrode arrays that provide improved flexibility and electrical properties... Read more
Key finding: Reported that although 90% of thin-film polyimide-based TIME electrodes maintained electrical functionality during a 30-day implant, 62.5% exhibited mechanical damage at metallization-polyimide interfaces post-explantation,... Read more
Key finding: Reviewed that soft and stretchable electrodes reduce mechanical mismatch with neural tissues, attenuating the foreign body response and improving implant longevity. The work underscores that reducing physical and chemical... Read more
Key finding: Introduced a layered living electrode construct combining conductive hydrogel and biodegradable hydrogel to encapsulate neural cells, providing a soft, bioactive interface that supports extracellular matrix development... Read more

2. What advances in fabrication techniques and material composites enable mechanically compliant, transparent, and high-performance flexible electrodes for wearable and soft electronics?

This theme explores novel fabrication strategies such as vacuum-free processes, additive manufacturing, multilayer screen printing, and 3D printing combined with advanced material composites like metal nanowire networks, conductive polymers, and carbon-based nanomaterials. The objective is to produce electrodes that maintain high electrical and optical performance under mechanical deformation (bending, stretching), possess transparency, and are scalable for mass production. These innovations are critical to advancing flexible optoelectronics, wearable sensors, and energy storage devices without sacrificing device robustness or user comfort.

Key finding: Reviewed vacuum-free manufacturing methods such as spin coating and inkjet printing to fabricate transparent electrodes made from novel materials like metal nanowire grids and conducting polymers, achieving high optical... Read more
Key finding: Demonstrated fabrication of copper micromesh transparent conductive electrodes on polyimide substrates via RF sputtering and lithography, achieving low sheet resistance (~6.2 Ω/sq) and high transmittance (~90.7%) with... Read more
Key finding: Developed a composite electrode combining silver nanowires (Ag NWs) and conductive polymer PEDOT:PSS via bar coating, leveraging a 'conductive bridge effect' where PEDOT:PSS maintains electrical connectivity among broken Ag... Read more
Key finding: Investigated additive manufacturing (3D printing) of carbon black/poly-lactic acid composite electrodes with varied 2D geometries and sizes, demonstrating tailored electrochemical responses modulated by electrode shape,... Read more
Key finding: Introduced a fabrication system combining discretized rigid electronic components interconnected with stretchable wiring on a spandex-blend fabric substrate to create reusable, highly functional, and stretchable on-skin... Read more

3. How are advanced electrode geometries and surface modifications utilized to increase effective electrode area and improve electrochemical sensing performance?

This direction focuses on engineering electrode shape, micro/nanostructuring, and surface chemical modifications to enhance charge transfer efficiency, reduce impedance, and improve sensitivity and selectivity in electrochemical sensing platforms. Approaches include fabricating 3D micro-pillars, conductive polymer coatings, mesh structures, and defined electrode geometries to increase effective surface area and optimize mass transport. These innovations support the development of biosensors and neural interfaces with improved signal fidelity and lower detection limits.

Key finding: Showed that 3D metallic pillar-based and polypyrrole-coated working electrodes fabricated on microchips exhibit increased effective surface areas and enhanced charge transfer efficiency compared to planar electrodes,... Read more
Key finding: Reviewed the use of 2D materials (graphene, transition metal dichalcogenides, MXenes) and their composites for electrochemical sensing, emphasizing their high surface-to-volume ratio and tunable conductivity which enhance... Read more
Key finding: Highlighted advancements in nanostructured materials, including 0D nanoparticles, 1D nanotubes, and 3D nanosheets, forming conducting film networks with high mechanical resilience and improved electrochemical properties,... Read more
Key finding: Reported silver nanowire (Ag NW) network electrodes stabilized via composite layering to achieve a balance among high electrical conductivity, optical transparency, and mechanical stretchability, thereby enhancing the... Read more

All papers in Compliant Electrodes

In this paper, a pressure sensing device for analysing pressure comfort on elastic garments was designed and developed. The device was calibrated and tested on different compression garments for its reliability. This pressure comfort... more
The field of electronic textiles is still relatively new and extending due to technology miniaturisation. In this article, the integration of an ultrasonic sensor into a textile structure was realised and analysed in order to develop a... more
Passive smart textiles are the textile structures that can sense stimuli, which may come from mechanical, thermal, electrical, or chemical sources. Textile strain sensors are smart textiles products in which the sensor's resistance... more
This is to certify that the thesis entitled "SIMULTANEOUS IMAGE AND SIGNAL ACQUISITION FOR FOOT FORCE ANALYSIS" submitted by MR. ANUP PURI in partial fulfilment of the requirements for the degree of Bachelor of Technology in Biomedical... more
The exposure to extreme temperatures in workplaces involves physical hazards for workers. A poorly acclimated worker may have lower performance and vigilance and therefore may be more exposed to accidents and injuries. Due to the... more
Interviews from strength and conditioning coaches across all levels of athletic competition identified their two biggest concerns with the current state of wearable technology: (a) the lack of solutions that accurately capture data... more
Smart textiles have attracted huge attention due to their potential applications for ease of life. Recently, smart textiles have been produced by means of incorporation of electronic components onto/into conductive metallic yarns. The... more
Textiles enhanced with thin-film flexible sensors are well-suited for unobtrusive monitoring of skin parameters due to the sensors’ high conformability. These sensors can be damaged if they are attached to the surface of the textile, also... more
A variety of sensing technologies have been proposed to measure loading on the plantar surface of the human foot. The majority have a single measurement axis, and few are designed with multiple measurement axes capable of monitoring... more
The creation of fabrics capable of dynamically communicating information would have a great impact on future smart fabric technologies for applications ranging from fashion and entertainment to biomedical monitoring. Typically,... more
The creation of fabrics capable of dynamically communicating information would have a great impact on future smart fabric technologies for applications ranging from fashion and entertainment to biomedical monitoring. Typically,... more
Knitting a thin insulated metal wire simultaneously with elastic yarn in the round creates a coil with a self-inductance close to a wound coil. This knit is flexible and can be stretched, allowing the diameter of the coil to change,... more
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY
I want to thank Professor Kari Halonen for the opportunity to work with interesting topics in his research group and providing me with an intriguing topic for my master's thesis. I also want to thank my two advisors, post doctoral... more
Over the past few years, alternative power supplies to either supplement or replace batteries for electronic textile and wearable applications have been sought, with the development of wearable solar energy harvesting systems gaining... more
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY
Electronic yarns (E-yarns) contain electronics fully incorporated into the yarn’s structure prior to textile or garment production. They consist of a conductive core made from a flexible, multi-strand copper wire onto which semiconductor... more
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY
Fully printed primary zinc-manganese dioxide (Zn|MnO2) batteries in coplanar configuration were fabricated by sequential screen printing. While electrode dimensions and transferred active masses were kept at constant levels, electrode... more
This work involved human subjects or animals in its research. Approval of all ethical and experimental procedures and protocols was granted by the Institutional Review Board under Protocol No. IRB-17-725, and performed in line with the... more
The physical interaction of robots with its environment requires a touch sensory system to function effectively. This sensory system measures the robot-environment interactive force & pressure information that can be converted to... more
In this paper a stain sensor to measure large strain (80%) in textiles is presented. It consists of a mixture of 50wt-% thermoplastic elastomer (TPE) and 50wt-% carbon black particles and is fiber-shaped with a diameter of 0.315mm. The... more
Loctite photopatternable adhesives 3108, 3340, and 3525 are introduced for MEMS applications. These materials are patterned within minutes by exposure to UV light followed by rinsing with a solvent; no further processing is required.... more
It remains important to maximize energy density of wearable batteries. In addition, such batteries should be compliant, safe, and environmentally sustainable. Intrinsically safe zinc-manganese dioxide (Zn/MnO 2) batteries are great... more
It remains important to maximize energy density of wearable batteries. In addition, such batteries should be compliant, safe, and environmentally sustainable. Intrinsically safe zinc-manganese dioxide (Zn/MnO 2) batteries are great... more
In recent years, knitted strain sensors have been developed that aim to achieve reliable sensing and high wearability, but they are associated with difficulties due to high hysteresis and low gauge factor (GF) values. This study... more
This research study investigates the impact of various insulating textile materials on the performance of smart textile pressure sensors made of conductive threads and piezo resistive material. We designed four sets of identical... more
Highlights • Knitted coils in which a thin insulated Cu wire is knitted simultaneously with yarn gives supple, wearable garments for non-invasive inductive measurements of diameter changes. • The variation of the self-inductance with... more
This paper presents a retrospective of the benchmark testing methodologies developed and accumulated into the stretch sensor tool kit (SSTK) by the research team during the Closing the Wearable Gap series of studies. The techniques... more
Interviews from strength and conditioning coaches across all levels of athletic competition identified their two biggest concerns with the current state of wearable technology: (a) the lack of solutions that accurately capture data... more
The combination of flexible-printed substrates and conventional electronics leads to flexible hybrid electronics. When fabrics are used as flexible substrates, two kinds of problems arise. The first type is related to the printing of the... more
Loctite photopatternable adhesives 3108, 3340, and 3525 are introduced for MEMS applications. These materials are patterned within minutes by exposure to UV light followed by rinsing with a solvent; no further processing is required.... more
The integration of electronic components in/onto conductive textile yarns without compromising textile qualities such as flexibility, conformability, heat and moisture transfer, and wash resistance is essential to ensuring acceptance of... more
Smart textiles have attracted huge attention due to their potential applications for ease of life. Recently, smart textiles have been produced by means of incorporation of electronic components onto/into conductive metallic yarns. The... more
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY
With huge varieties of fabrics, the first challenge for any performance evaluation is to categorize the vast types of the products into fewer, more homogeneous and thus akin groups. Classification or sorting is arguably the first step of... more
Smart textiles have attracted huge attention due to their potential applications for ease of life. Recently, smart textiles have been produced by means of incorporation of electronic components onto/into conductive metallic yarns. The... more
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY
This work involved human subjects or animals in its research. Approval of all ethical and experimental procedures and protocols was granted by the Institutional Review Board under Protocol No. IRB-17-725, and performed in line with the... more
This paper presents a retrospective of the benchmark testing methodologies developed and accumulated into the stretch sensor tool kit (SSTK) by the research team during the Closing the Wearable Gap series of studies. The techniques... more
Wearable sensors are beneficial for continuous health monitoring, movement analysis, rehabilitation, evaluation of human performance, and for fall detection. Wearable stretch sensors are increasingly being used for human movement... more
WEARPLEX is a multidisciplinary research and innovation action with the overall aim to integrate printed electronics with flexible and wearable textile-based biomedical multi-pad electrodes. It aims to answer the growing need for... more
Novel textile temperature sensors based on strain-relieved braiding constructions offer attractive monitoring possibilities for numerous application fields involving e-textiles in general, and medical textiles in particular. Thus, the... more
Herein, we have proposed a method that uses a highly stretchable and conductive fiber-based multi-angle fiber array, which precisely measures human joint motion in various degrees of freedom (flexion and rotation) at the shoulders, knees,... more
Foot ulcers are very common in diabetics due to diabetic neuropathy. This is a condition in which the nerves throughout the body are damaged due to high blood glucose caused by diabetes. Diabetic patients that develop foot ulcers may not... more
We developed a human motion measurement system using textilebased motion sensors whose electrical resistance changes with textile length. Eight body locations were marked and used for measurement, based on previous studies investigating... more
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