Vertical organic synapse expandable to 3D crossbar array

Vertical, electrolyte-gated organic transistors show continuous operation in the MA cm−2 regime and artificial synaptic behaviour

(2019) Jakob Lenz et al.   Nature Nanotechnology

Memristive crossbar arrays for brain-inspired computing

(2019) Qiangfei Xia et al.   NATURE MATERIALS

Ferroelectric Analog Synaptic Transistors

(2019) Min-Kyu Kim et al.   NANO LETTERS

Mimicking Neuroplasticity in a Hybrid Biopolymer Transistor by Dual Modes Modulation

(2019) Ziyu Lv et al.   ADVANCED FUNCTIONAL MATERIALS

Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing

(2019) Elliot J. Fuller et al.   SCIENCE

Towards spike-based machine intelligence with neuromorphic computing

(2019) Kaushik Roy et al.   NATURE

Solar-stimulated optoelectronic synapse based on organic heterojunction with linearly potentiated synaptic weight for neuromorphic computing

(2019) Chuan Qian et al.   Nano Energy

Light-Stimulated Synaptic Devices Utilizing Interfacial Effect of Organic Field-Effect Transistors

(2018) Shilei Dai et al.   ACS Applied Materials & Interfaces

Synapse-Like Organic Thin Film Memristors

(2018) Ya-Nan Zhong et al.   ADVANCED FUNCTIONAL MATERIALS

Ion Gated Synaptic Transistors Based on 2D van der Waals Crystals with Tunable Diffusive Dynamics

(2018) Jiadi Zhu et al.   ADVANCED MATERIALS

Artificial Synapses Emulated by an Electrolyte-Gated Tungsten-Oxide Transistor

(2018) Jing-Ting Yang et al.   ADVANCED MATERIALS

Neuromorphic computing with multi-memristive synapses

(2018) Irem Boybat et al.   Nature Communications

Low-Power, Electrochemically Tunable Graphene Synapses for Neuromorphic Computing

(2018) Mohammad Taghi Sharbati et al.   ADVANCED MATERIALS

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

(2018) Yan Wang et al.   ADVANCED MATERIALS

Logic Computing with Stateful Neural Networks of Resistive Switches

(2018) Zhong Sun et al.   ADVANCED MATERIALS

Drift-Enhanced Unsupervised Learning of Handwritten Digits in Spiking Neural Network with PCM Synapses

(2018) Sangheon Oh et al.   IEEE ELECTRON DEVICE LETTERS

Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide

(2018) Vinod K. Sangwan et al.   NATURE

Optoelectronic Synapse Based on IGZO-Alkylated Graphene Oxide Hybrid Structure

(2018) Jia Sun et al.   ADVANCED FUNCTIONAL MATERIALS

Electroluminescent synaptic devices with logic functions

(2018) Shuangyi Zhao et al.   Nano Energy

A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing

(2017) Yoeri van de Burgt et al.   NATURE MATERIALS

Neuromorphic device architectures with global connectivity through electrolyte gating

(2017) Paschalis Gkoupidenis et al.   Nature Communications

Artificial Synapses Based on in-Plane Gate Organic Electrochemical Transistors

(2016) Chuan Qian et al.   ACS Applied Materials & Interfaces

Li-Ion Synaptic Transistor for Low Power Analog Computing

(2016) Elliot J. Fuller et al.   ADVANCED MATERIALS

Anisotropic Black Phosphorus Synaptic Device for Neuromorphic Applications

(2016) He Tian et al.   ADVANCED MATERIALS

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

(2015) Geoffrey W. Burr et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Deep learning

(2015) Yann LeCun et al.   NATURE

Charge Density Dependent Two-Channel Conduction in Organic Electric Double Layer Transistors (EDLTs)

(2014) Wei Xie et al.   ADVANCED MATERIALS

Two-Terminal Protonic Devices with Synaptic-Like Short-Term Depression and Device Memory

(2014) Erik E. Josberger et al.   ADVANCED MATERIALS

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Electrolyte-Gated Transistors for Organic and Printed Electronics

(2012) Se Hyun Kim et al.   ADVANCED MATERIALS

Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing

(2011) Duygu Kuzum et al.   NANO LETTERS

High-performance polymer semiconducting heterostructure devices by nitrene-mediated photocrosslinking of alkyl side chains

(2009) Rui-Qi Png et al.   NATURE MATERIALS

State-dependent computations: spatiotemporal processing in cortical networks

(2009) Dean V. Buonomano et al.   NATURE REVIEWS NEUROSCIENCE