Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity

Dynamical memristors for higher-complexity neuromorphic computing

(2022) Suhas Kumar et al.   Nature Reviews Materials

Assessing the Drawbacks and Benefits of Ion Migration in Lead Halide Perovskites

(2022) Kostiantyn Sakhatskyi et al.   ACS Energy Letters

Diffusive and Drift Halide Perovskite Memristive Barristors as Nociceptive and Synaptic Emulators for Neuromorphic Computing

(2021) Rohit Abraham John et al.   ADVANCED MATERIALS

2D Heterostructure for High‐Order Spatiotemporal Information Processing

(2021) Yongbiao Zhai et al.   ADVANCED FUNCTIONAL MATERIALS

U1 snRNP regulates cancer cell migration and invasion in vitro

(2020) Jung-Min Oh et al.   Nature Communications

Leaky integrate-and-fire neurons based on perovskite memristor for spiking neural networks

(2020) Jia-Qin Yang et al.   Nano Energy

A Model for the Origin of Motion Direction Selectivity in Visual Cortex

(2020) Alan W. Freeman   JOURNAL OF NEUROSCIENCE

An memristor-based synapse implementation using BCM learning rule

(2020) Yongchuang Huang et al.   NEUROCOMPUTING

Bienenstock, Cooper, and Munro Learning Rules Realized in Second-Order Memristors with Tunable Forgetting Rate

(2019) Jue Xiong et al.   ADVANCED FUNCTIONAL MATERIALS

Formation of Surface Defects Dominates Ion Migration in Lead-Halide Perovskites

(2019) Daniele Meggiolaro et al.   ACS Energy Letters

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

(2019) Elliot J. Fuller et al.   SCIENCE

Adaptive Crystallite Kinetics in Homogenous Bilayer Oxide Memristor for Emulating Diverse Synaptic Plasticity

(2018) Jun Yin et al.   ADVANCED FUNCTIONAL MATERIALS

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

(2018) Jaeho Choi et al.   ADVANCED MATERIALS

Synergistic Gating of Electro-Iono-Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

Direct Observation and Quantitative Analysis of Mobile Frenkel Defects in Metal Halide Perovskites Using Scanning Kelvin Probe Microscopy

(2018) Susanne T. Birkhold et al.   Journal of Physical Chemistry C

Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

(2018) Daniele Ielmini   MICROELECTRONIC ENGINEERING

Ultralow Power Dual-Gated Subthreshold Oxide Neuristors: An Enabler for Higher Order Neuronal Temporal Correlations

(2018) Rohit Abraham John et al.   ACS Nano

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

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

Unravelling the role of vacancies in lead halide perovskite through electrical switching of photoluminescence

(2018) Cheng Li et al.   Nature Communications

A Hybrid CMOS-Memristor Neuromorphic Synapse

(2017) Mostafa Rahimi Azghadi et al.   IEEE Transactions on Biomedical Circuits and Systems

Temporal Learning Using Second-Order Memristors

(2017) Mohammed A. Zidan et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

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

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

Flexible Ionic-Electronic Hybrid Oxide Synaptic TFTs with Programmable Dynamic Plasticity for Brain-Inspired Neuromorphic Computing

(2017) Rohit Abraham John et al.   Small

Real-Time Observation of Iodide Ion Migration in Methylammonium Lead Halide Perovskites

(2017) Cheng Li et al.   Small

Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse

(2017) Roshan Gopalakrishnan et al.   IEEE Transactions on Neural Networks and Learning Systems

Emergent Dynamical Properties of the BCM Learning Rule

(2017) Lawrence C. Udeigwe et al.   Journal of Mathematical Neuroscience

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity

(2017) G. Pedretti et al.   Scientific Reports

Li-Ion Synaptic Transistor for Low Power Analog Computing

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

Organometal Halide Perovskite Artificial Synapses

(2016) Wentao Xu et al.   ADVANCED MATERIALS

Grain boundary dominated ion migration in polycrystalline organic–inorganic halide perovskite films

(2016) Yuchuan Shao et al.   Energy & Environmental Science

Orientation selectivity with organic photodetectors and an organic electrochemical transistor

(2016) Paschalis Gkoupidenis et al.   AIP Advances

Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses

(2016) Stefano Ambrogio et al.   Frontiers in Neuroscience

Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Defect migration in methylammonium lead iodide and its role in perovskite solar cell operation

(2015) Jon M. Azpiroz et al.   Energy & Environmental Science

Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity

(2015) Sungho Kim et al.   NANO LETTERS

Qualifying composition dependent p and n self-doping in CH3NH3PbI3

(2014) Qi Wang et al.   APPLIED PHYSICS LETTERS

Unusual defect physics in CH3NH3PbI3 perovskite solar cell absorber

(2014) Wan-Jian Yin et al.   APPLIED PHYSICS LETTERS

Giant switchable photovoltaic effect in organometal trihalide perovskite devices

(2014) Zhengguo Xiao et al.   NATURE MATERIALS

The BCM theory of synapse modification at 30: interaction of theory with experiment

(2012) Leon N Cooper et al.   NATURE REVIEWS NEUROSCIENCE

A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations

(2011) J. Gjorgjieva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience