Organic neuromorphic devices: Past, present, and future challenges

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Memristive synapses connect brain and silicon spiking neurons

(2020) Alexantrou Serb et al.   Scientific Reports

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

(2020) Haifeng Ling et al.   Applied Physics Reviews

A comprehensive review on emerging artificial neuromorphic devices

(2020) Jiadi Zhu et al.   Applied Physics Reviews

Ultrasensitive and ultrathin phototransistors and photonic synapses using perovskite quantum dots grown from graphene lattice

(2020) Basudev Pradhan et al.   Science Advances

Organic materials and devices for brain-inspired computing: From artificial implementation to biophysical realism

(2020) Yoeri van de Burgt et al.   MRS BULLETIN

Hybrid organic–inorganic halide perovskites for scaled-in neuromorphic devices

(2020) P.C. Harikesh et al.   MRS BULLETIN

Neuromorphic-based Boolean and reversible logic circuits from organic electrochemical transistors

(2020) Jake C. Perez et al.   MRS BULLETIN

Recent Progress in Inkjet-Printed Thin-Film Transistors

(2019) Seungjun Chung et al.   Advanced Science

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

(2019) Elliot J. Fuller et al.   SCIENCE

Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges

(2019) Jianshi Tang et al.   ADVANCED MATERIALS

Organic mixed ionic–electronic conductors

(2019) Bryan D. Paulsen et al.   NATURE MATERIALS

Using machine learning to assess short term causal dependence and infer network links

(2019) Amitava Banerjee et al.   CHAOS

Optimal solid state neurons

(2019) Kamal Abu-Hassan et al.   Nature Communications

3D Printable Vascular Networks Generated by Accelerated Constrained Constructive Optimization for Tissue Engineering

(2019) Andrew A. Guy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Organic-Inorganic Hybrid Halide Perovskites for Memories, Transistors, and Artificial Synapses

(2018) Jaeho Choi et al.   ADVANCED MATERIALS

An Artificial Sensory Neuron with Tactile Perceptual Learning

(2018) Changjin Wan et al.   ADVANCED MATERIALS

A multiscale model for the rupture of linear polymers in strong flows

(2018) E. Rognin et al.   JOURNAL OF FLUID MECHANICS

Recent progress in analog memory-based accelerators for deep learning

(2018) Hsinyu Tsai et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Equivalent-accuracy accelerated neural-network training using analogue memory

(2018) Stefano Ambrogio et al.   NATURE

A bioinspired flexible organic artificial afferent nerve

(2018) Yeongin Kim et al.   SCIENCE

An artificial nociceptor based on a diffusive memristor

(2018) Jung Ho Yoon et al.   Nature Communications

Polymer Mechanochemistry: Manufacturing Is Now a Force to Be Reckoned With

(2018) Niamh Willis-Fox et al.   Chem

Ionotronic Halide Perovskite Drift-Diffusive Synapses for Low-Power Neuromorphic Computation

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

Perspective: Organic electronic materials and devices for neuromorphic engineering

(2018) Sébastien Pecqueur et al.   JOURNAL OF APPLIED PHYSICS

Coupling Cortical Neurons through Electronic Memristive Synapse

(2018) Elvira Juzekaeva et al.   Advanced Materials Technologies

Metal Halide Perovskites as Mixed Electronic–Ionic Conductors: Challenges and Opportunities—From Hysteresis to Memristivity

(2017) Wolfgang Tress   Journal of Physical Chemistry Letters

Robust resistive memory devices using solution-processable metal-coordinated azo aromatics

(2017) Sreetosh Goswami et al.   NATURE MATERIALS

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

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

Emulation with Organic Memristive Devices of Impairment of LTP Mechanism in Neurodegenerative Disease Pathology

(2017) Silvia Battistoni et al.   NEURAL PLASTICITY

Organometal Halide Perovskite Artificial Synapses

(2016) Wentao Xu et al.   ADVANCED MATERIALS

Organic Bioelectronics: Bridging the Signaling Gap between Biology and Technology

(2016) Daniel T. Simon et al.   CHEMICAL REVIEWS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Electrolyte-gated organic synapse transistor interfaced with neurons

(2016) Simon Desbief et al.   ORGANIC ELECTRONICS

Real-time encoding and compression of neuronal spikes by metal-oxide memristors

(2016) Isha Gupta et al.   Nature Communications

First steps towards the realization of a double layer perceptron based on organic memristive devices

(2016) A. V. Emelyanov et al.   AIP Advances

Energy-Efficient Hybrid Perovskite Memristors and Synaptic Devices

(2016) Zhengguo Xiao et al.   Advanced Electronic Materials

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

Application of 3D Printing for Smart Objects with Embedded Electronic Sensors and Systems

(2016) Hiroki Ota et al.   Advanced Materials Technologies

Orientation selectivity in a multi-gated organic electrochemical transistor

(2016) Paschalis Gkoupidenis et al.   Scientific Reports

Neuromorphic Functions in PEDOT:PSS Organic Electrochemical Transistors

(2015) Paschalis Gkoupidenis et al.   ADVANCED MATERIALS

Inkjet printing for pharmaceutics – A review of research and manufacturing

(2015) Ronan Daly et al.   INTERNATIONAL JOURNAL OF PHARMACEUTICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Neurons in Polymer: Hardware Neural Units Based on Polymer Memristive Devices and Polymer Transistors

(2014) Robert A. Nawrocki et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Printing Stable Liquid Tracks on a Surface with Finite Receding Contact Angle

(2014) Wen-Kai Hsiao et al.   LANGMUIR

Scalable production of large quantities of defect-free few-layer graphene by shear exfoliation in liquids

(2014) Keith R. Paton et al.   NATURE MATERIALS

Redox-Gated Three-Terminal Organic Memory Devices: Effect of Composition and Environment on Performance

(2013) Bikas C. Das et al.   ACS Applied Materials & Interfaces

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Biosensor system-on-a-chip including CMOS-based signal processing circuits and 64 carbon nanotube-based sensors for the detection of a neurotransmitter

(2010) Byung Yang Lee et al.   LAB ON A CHIP

An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse

(2009) Fabien Alibart et al.   ADVANCED FUNCTIONAL MATERIALS

Optimization of an organic memristor as an adaptive memory element

(2009) Tatiana Berzina et al.   JOURNAL OF APPLIED PHYSICS

Gold nanoparticle-pentacene memory transistors

(2008) Christophe Novembre et al.   APPLIED PHYSICS LETTERS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE

The neglected pillar of material computation

(2008) Susan Stepney   PHYSICA D-NONLINEAR PHENOMENA