Reservoir Computing for Temporal Data Classification Using a Dynamic Solid Electrolyte ZnO Thin Film Transistor

Reservoir Computing for Temporal Data Classification Using a Dynamic Solid Electrolyte ZnO Thin Film Transistor

The processing of sequential and temporal data is essential to computer vision and speech recognition, two of the most common applications of artificial intelligence (AI). Reservoir computing (RC) is a branch of AI that offers a highly efficient framework for processing temporal inputs at a low trai...

Full description

Bibliographic Details
Main Authors:	Ankit Gaurav, Xiaoyao Song, Sanjeev Manhas, Aditya Gilra, Eleni Vasilaki, Partha Roy, Maria Merlyne De Souza
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-04-01
Series:	Frontiers in Electronics
Subjects:	reservoir computing solid electrolyte devices temporal data short-term memory neural networks thin-film transistor
Online Access:	https://www.frontiersin.org/articles/10.3389/felec.2022.869013/full

Similar Items

Oxide‐Based Electrolyte‐Gated Transistors with Stable and Tunable Relaxation Responses for Deep Time‐Delayed Reservoir Computing
by: Renrui Fang, et al.
Published: (2024-04-01)

Near‐Sensor Reservoir Computing for Gait Recognition via a Multi‐Gate Electrolyte‐Gated Transistor
by: Xuerong Liu, et al.
Published: (2023-05-01)

Fully Printed Zinc Oxide Electrolyte-Gated Transistors on Paper
by: José Tiago Carvalho, et al.
Published: (2019-01-01)

Transparent Structures for ZnO Thin Film Paper Transistors Fabricated by Pulsed Electron Beam Deposition
by: Florin Gherendi, et al.
Published: (2024-02-01)

Organic thin film transistors‐based biosensors
by: Chenfang Sun, et al.
Published: (2021-04-01)

Subthreshold Conduction of Disordered ZnO-Based Thin-Film Transistors
by: Minho Yoon
Published: (2023-08-01)

Thin film transistor circuits and systems /
by: Chaji, Reza, et al.
Published: (2013)

Thin-film transistor /
by: Kagan, Cherie R., 1969, et al.
Published: (2003)

Application of Perovskite as Solution‐Processed Solid Electrolyte in Polymer Electrochemical Transistor
by: Xinlu Teng, et al.
Published: (2023-10-01)

Li‐Ion‐Based Electrolyte‐Gated Transistors with Short Write‐Read Delay for Neuromorphic Computing
by: Han Xu, et al.
Published: (2023-02-01)

Threshold-Voltage Extraction Methods for Atomically Deposited Disordered ZnO Thin-Film Transistors
by: Minho Yoon
Published: (2023-04-01)

ZnO/graphene ambipolar transistor with low sub-threshold swing
by: Byeong-Hyeok Kim, et al.
Published: (2021-01-01)

An analysis of the characteristics of insulated-gate thin-film transistors /
by: 235533 Borkan, Harold, et al.

An analysis of the characteristics of insulated-gate thin-film transistors /
by: 235533 Borkan, Harold, et al.

Emerging electrolyte-gated transistors for neuromorphic perception
by: Cui Sun, et al.
Published: (2023-12-01)

Temperature Gradient ZnO Deposited via ALD for High-Performance Transistor Applications
by: Bowen Che, et al.
Published: (2020-01-01)

Nano-Floating Gate Memory Devices Composed of ZnO Thin-Film Transistors on Flexible Plastics
by: Park Byoungjun, et al.
Published: (2011-01-01)

Binary-Synaptic Plasticity in Ambipolar Ni-Silicide Schottky Barrier Poly-Si Thin Film Transistors Using Chitosan Electric Double Layer
by: Ki-Woong Park, et al.
Published: (2022-09-01)

Flexible, Low-Cost Sensor Based on Electrolyte Gated Carbon Nanotube Field Effect Transistor for Organo-Phosphate Detection
by: Vijay Deep Bhatt, et al.
Published: (2017-05-01)

Channel Defect Profiling and Passivation for ZnO Thin-Film Transistors
by: Soo Cheol Kang, et al.
Published: (2020-06-01)

Highly Sensitive Detection of Urea Using Si Electrolyte-Gated Transistor with Low Power Consumption
by: Wonyeong Choi, et al.
Published: (2023-05-01)

An Electrolyte-Gated Graphene Field-Effect Transistor for Detection of Gadolinium(III) in Aqueous Media
by: Charlène Gadroy, et al.
Published: (2023-03-01)

Frequency Response of Graphene Electrolyte-Gated Field-Effect Transistors
by: Charles Mackin, et al.
Published: (2018-02-01)

A n‐type, Stable Electrolyte Gated Organic Transistor Based on a Printed Polymer
by: Fabrizio Antonio Viola, et al.
Published: (2023-01-01)

Transparent Floating Gate Memory Based on ZnO Thin Film Transistor With Controllable Memory Window
by: Ning Zhang, et al.
Published: (2022-01-01)

Sol-gel derived ceramic electrolyte films on porous substrates /
by: 269662 Kueper, Timothy Walker

Improved Electrical and Temporal Stability of In-Zn Oxide Semiconductor Thin-Film Transistors With Organic Passivation Layer
by: Kwan-Jun Heo, et al.
Published: (2022-01-01)

Electrolyte Gated Synaptic Transistor based on an Ultra‐Thin Film of La0.7Sr0.3MnO3
by: Alejandro López, et al.
Published: (2023-07-01)

Predicting non-linear dynamics by stable local learning in a recurrent spiking neural network
by: Aditya Gilra, et al.
Published: (2017-11-01)

High‐Density Artificial Synapse Array Consisting of Homogeneous Electrolyte‐Gated Transistors
by: Jun Li, et al.
Published: (2024-01-01)

High-Performance Thin-Film Transistors with ZnO:H/ZnO Double Active Layers Fabricated at Room Temperature
by: Daoqin Wang, et al.
Published: (2023-04-01)

A Sensitivity-Enhanced Electrolyte-Gated Graphene Field-Effect Transistor Biosensor by Acoustic Tweezers
by: Yan Chen, et al.
Published: (2021-10-01)

Reduction of Bias and Light Instability of Mixed Oxide Thin-Film Transistors
by: Mallory Mativenga, et al.
Published: (2017-08-01)

Kesan lapisan zink oksida (ZnO) kepada ciri I-V simpangan P-N silikon /
by: 261873 Lee, Ee Ting, et al.
Published: (2002)

ZnO Additive Boosts Charging Speed and Cycling Stability of Electrolytic Zn–Mn Batteries
by: Jin Wu, et al.
Published: (2024-01-01)

Structural Engineering Effects on Hump Characteristics of ZnO/InSnO Heterojunction Thin-Film Transistors
by: Qi Li, et al.
Published: (2022-03-01)

Voltage-Polarity Dependent Programming Behaviors of Amorphous In–Ga–Zn–O Thin-Film Transistor Memory with an Atomic-Layer-Deposited ZnO Charge Trapping Layer
by: Dan-Dan Liu, et al.
Published: (2019-12-01)

Enhanced Synaptic Behaviors in Chitosan Electrolyte-Based Electric-Double-Layer Transistors with Poly-Si Nanowire Channel Structures
by: Dong-Hee Lee, et al.
Published: (2023-09-01)

Mobility Enhancement in Amorphous In-Ga-Zn-O Thin-Film Transistor by Induced Metallic in Nanoparticles and Cu Electrodes
by: Shiben Hu, et al.
Published: (2018-03-01)

Effects of Interfacial Passivation on the Electrical Performance, Stability, and Contact Properties of Solution Process Based ZnO Thin Film Transistors
by: Liaojun Wan, et al.
Published: (2018-09-01)