Technology roadmap for flexible sensors

Y Luo, MR Abidian, JH Ahn, D Akinwande… - ACS …, 2023 - ACS Publications
Humans rely increasingly on sensors to address grand challenges and to improve quality of
life in the era of digitalization and big data. For ubiquitous sensing, flexible sensors are …

Neuro-inspired electronic skin for robots

F Liu, S Deswal, A Christou, Y Sandamirskaya… - Science robotics, 2022 - science.org
Touch is a complex sensing modality owing to large number of receptors (mechano, thermal,
pain) nonuniformly embedded in the soft skin all over the body. These receptors can gather …

An organic electrochemical transistor for multi-modal sensing, memory and processing

S Wang, X Chen, C Zhao, Y Kong, B Lin, Y Wu, Z Bi… - Nature …, 2023 - nature.com
By integrating sensing, memory and processing functionalities, biological nervous systems
are energy and area efficient. Emulating such capabilities in artificial systems is, however …

Organic mixed conductors for bioinspired electronics

P Gkoupidenis, Y Zhang, H Kleemann, H Ling… - Nature Reviews …, 2024 - nature.com
Owing to its close resemblance to biological systems and materials, soft matter has been
successfully implemented in numerous bioelectronic and biosensing applications, as well as …

A retrainable neuromorphic biosensor for on-chip learning and classification

ERW Van Doremaele, X Ji, J Rivnay… - Nature Electronics, 2023 - nature.com
Neuromorphic computing could be used to directly perform complex classification tasks in
hardware and is of potential value in the development of wearable, implantable and point-of …

Physically intelligent autonomous soft robotic maze escaper

Y Zhao, Y Hong, Y Li, F Qi, H Qing, H Su, J Yin - Science Advances, 2023 - science.org
Autonomous maze navigation is appealing yet challenging in soft robotics for exploring
priori unknown unstructured environments, as it often requires human-like brain that …

Unravelling the operation of organic artificial neurons for neuromorphic bioelectronics

P Belleri, J Pons i Tarrés, I McCulloch… - Nature …, 2024 - nature.com
Organic artificial neurons operating in liquid environments are crucial components in
neuromorphic bioelectronics. However, the current understanding of these neurons is …

Emerging iontronic neural devices for neuromorphic sensory computing

S Dai, X Liu, Y Liu, Y Xu, J Zhang, Y Wu… - Advanced …, 2023 - Wiley Online Library
Living organisms have a very mysterious and powerful sensory computing system based on
ion activity. Interestingly, studies on iontronic devices in the past few years have proposed a …

ECRAM materials, devices, circuits and architectures: A perspective

AA Talin, Y Li, DA Robinson, EJ Fuller… - Advanced …, 2023 - Wiley Online Library
Non‐von‐Neumann computing using neuromorphic systems based on two‐terminal
resistive nonvolatile memory elements has emerged as a promising approach, but its full …

Nanomaterials for flexible neuromorphics

G Ding, H Li, JY Zhao, K Zhou, Y Zhai, Z Lv… - Chemical …, 2024 - ACS Publications
The quest to imbue machines with intelligence akin to that of humans, through the
development of adaptable neuromorphic devices and the creation of artificial neural …