Electrolyte-gated transistors for enhanced performance bioelectronics

F Torricelli, DZ Adrahtas, Z Bao, M Berggren… - Nature Reviews …, 2021 - nature.com
Abstract Electrolyte-gated transistors (EGTs), capable of transducing biological and
biochemical inputs into amplified electronic signals and stably operating in aqueous …

Organic electrochemical transistors

J Rivnay, S Inal, A Salleo, RM Owens… - Nature Reviews …, 2018 - nature.com
Organic electrochemical transistors (OECTs) make effective use of ion injection from an
electrolyte to modulate the bulk conductivity of an organic semiconductor channel. The …

A survey of neuromorphic computing and neural networks in hardware

CD Schuman, TE Potok, RM Patton, JD Birdwell… - arXiv preprint arXiv …, 2017 - arxiv.org
Neuromorphic computing has come to refer to a variety of brain-inspired computers, devices,
and models that contrast the pervasive von Neumann computer architecture. This …

Conjugated polymers in bioelectronics

S Inal, J Rivnay, AO Suiu, GG Malliaras… - Accounts of chemical …, 2018 - ACS Publications
Conspectus The emerging field of organic bioelectronics bridges the electronic world of
organic-semiconductor-based devices with the soft, predominantly ionic world of biology …

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

FM Bayat, M Prezioso, B Chakrabarti, H Nili… - Nature …, 2018 - nature.com
The progress in the field of neural computation hinges on the use of hardware more efficient
than the conventional microprocessors. Recent works have shown that mixed-signal …

Noise-assisted persistence and recovery of memory state in a memristive spiking neuromorphic network

IA Surazhevsky, VA Demin, AI Ilyasov… - Chaos, solitons & …, 2021 - Elsevier
We investigate the constructive role of an external noise signal, in the form of a low-rate
Poisson sequence of pulses supplied to all inputs of a spiking neural network, consisting in …

In‐materio reservoir computing in a sulfonated polyaniline network

Y Usami, B van de Ven, DG Mathew, T Chen… - Advanced …, 2021 - Wiley Online Library
A sulfonated polyaniline (SPAN) organic electrochemical network device (OEND) is
fabricated using a simple drop‐casting method on multiple Au electrodes for use in reservoir …

Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network

VA Demin, DV Nekhaev, IA Surazhevsky, KE Nikiruy… - Neural Networks, 2021 - Elsevier
This work is aimed to study experimental and theoretical approaches for searching effective
local training rules for unsupervised pattern recognition by high-performance memristor …

Electrolyte-gated transistors for synaptic electronics, neuromorphic computing, and adaptable biointerfacing

H Ling, DA Koutsouras, S Kazemzadeh… - Applied Physics …, 2020 - pubs.aip.org
Functional emulation of biological synapses using electronic devices is regarded as the first
step toward neuromorphic engineering and artificial neural networks (ANNs). Electrolyte …

Organic neuromorphic devices: Past, present, and future challenges

Y Tuchman, TN Mangoma, P Gkoupidenis… - MRS …, 2020 - cambridge.org
The main goal of the field of neuromorphic computing is to build machines that emulate
aspects of the brain in its ability to perform complex tasks in parallel and with great energy …