Computational investigation of the potential and limitations of machine learning with neural network circuits based on synaptic transistors

S Manzhos, QG Chen, WY Lee, Y Heejoo… - The Journal of …, 2024 - ACS Publications
Synaptic transistors have been proposed to implement neuron activation functions of neural
networks (NNs). While promising to enable compact, fast, inexpensive, and energy-efficient …

Organic Solid-State Electrolyte Synaptic Transistors with Photoinduced Thiol–Ene Cross-linked Polymer Electrolytes for Deep Neural Networks

QG Chen, WT Liao, RY Li, I Sanjuán… - ACS Materials …, 2025 - ACS Publications
In this work, we describe a solid-state polymer electrolyte (SPE)-based electrolyte-gated
organic field-effect transistors (EGOFETs) consisting of a thiol–ene-assisted photo-cross …

Surface ligand engineering of perovskite quantum dots for n-type and stretchable photosynaptic transistor with an ultralow energy consumption

WC Chen, YC Lin, ZS Syu, YS Wu, KW Lin… - Chemical Engineering …, 2024 - Elsevier
The escalating demand for high-speed transmission has prompted an exploration into the
development of photonic synapses, offering a promising avenue for extending energy …

Tailoring the Tunneling‐Effect‐Boosted Interfacial Charge Trap** via Effective Conjugation Length

SP Prakoso, HX Peng, MN Chen… - Advanced Functional …, 2024 - Wiley Online Library
Highly efficient charge injection and charge trap** stability of the tunneling layer are of
desirable and practical importance to transistor memory applications. However, both of …

Revealing the Effect of Crystalline Self-Assembled Monolayer in Biomimetic Photosynapse with Ultraviolet Light Protection Capability

YS Wu, WC Chen, YS Lin, CL Liu, YC Lin… - ACS Applied Materials …, 2024 - ACS Publications
The research on photonic synapses holds immense promise for various applications, such
as robotics and artificial intelligence. Pursuing lightweight, miniaturized, and low-energy …

Boosting the Photoresponse of Transistor Memory Utilizing the Ferroelectric Polarization Effect of Polyfluorene/PVDF-Based Copolymer Blends

CF Lin, YS Wu, WC Chen, BH Lin, YC Lin… - ACS Applied …, 2025 - ACS Publications
In this study, a ferroelectric phototransistor memory is developed by blending poly
(vinylidene fluoride-trifluoroethylene)(P (VDF-TrFE)) with a conjugated polymer, poly (9, 9 …

Bidirectional Photoelectric Response of Perovskite Oxide Based Synaptic ReRAM Device

S Shrivastava, SE Limantoro, H Juliano… - IEEE Electron Device …, 2023 - ieeexplore.ieee.org
Photo sensing capability of an artificial synaptic device make it more valuable for brain-
inspired computing systems, which can conquer the von Neumann bottleneck. In this letter …

Electro‐Optical InGaZnO Synaptic Transistor with Solid State Electrolyte for Pain Perception

X Li, X Ji, X Yin, Z Ding, N Wang, Y Li… - Advanced Electronic …, 2024 - Wiley Online Library
Integrating pain perception into wearable electronics or humanoid robots within artificial
neuromorphic systems is highly desirable, as it allows for the identification of harmful stimuli …

Plasmon‐Driven Gold Nanopillar Multiarrayed Gene Amplification Methodology for the High‐Throughput Discrimination of Pathogens

SE Seo, KH Kim, SJ Kim, KC Ko, WK Kim… - Advanced …, 2025 - Wiley Online Library
Molecular diagnosis limitations, including complex treatment processes, low cost‐
effectiveness, and operator‐dependent low reproducibility, interrupt the timely prevention of …

Fully visible light controlled neuro-synaptic ReRAM device based on metal oxide heterojunction

S Shrivastava, HN Chi, SE Limantoro, H Juliano… - Applied Physics …, 2024 - pubs.aip.org
Photoelectric synaptic devices as a combination of electronic synapse and photodetector
are considered as emerging bio-inspired device technologies. These devices have …