Controllable SiO x Nanorod Memristive Neuron for Probabilistic Bayesian Inference

Single‐Atom Quantum‐Point Contact Switch Using Atomically Thin Hexagonal Boron Nitride

(2021) Revannath Dnyandeo Nikam et al.   Small

Deep Insight into Steep‐Slope Threshold Switching with Record Selectivity (>4 × 10 10 ) Controlled by Metal‐Ion Movement through Vacancy‐Induced‐Percolation Path: Quantum‐Level Control of Hybrid‐Filament

(2021) Writam Banerjee et al.   ADVANCED FUNCTIONAL MATERIALS

Energy-efficient three-terminal SiO memristor crossbar array enabled by vertical Si/graphene heterojunction barristor

(2021) Sanghyeon Choi et al.   Nano Energy

An artificial spiking afferent nerve based on Mott memristors for neurorobotics

(2020) Xumeng Zhang et al.   Nature Communications

A Monolayer Leaky Integrate‐and‐Fire Neuron for 2D Memristive Neuromorphic Networks

(2020) Song Hao et al.   Advanced Electronic Materials

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

(2020) Basudev Pradhan et al.   Science Advances

Phylogenetic network analysis of SARS-CoV-2 genomes

(2020) Peter Forster et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Automated design of a convolutional neural network with multi-scale filters for cost-efficient seismic data classification

(2020) Zhi Geng et al.   Nature Communications

Spiking neurons with spatiotemporal dynamics and gain modulation for monolithically integrated memristive neural networks

(2020) Qingxi Duan 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

Challenges and Applications of Emerging Nonvolatile Memory Devices

(2020) Writam Banerjee   Electronics

Emerging Memristive Artificial Synapses and Neurons for Energy‐Efficient Neuromorphic Computing

(2020) Sanghyeon Choi et al.   ADVANCED MATERIALS

Third-order nanocircuit elements for neuromorphic engineering

(2020) Suhas Kumar et al.   NATURE

Hardware implementation of Bayesian network building blocks with stochastic spintronic devices

(2020) Punyashloka Debashis et al.   Scientific Reports

Artificial Neuron using Vertical MoS2/Graphene Threshold Switching Memristors

(2019) Hirokjyoti Kalita et al.   Scientific Reports

Silicon Photonic Modulator Neuron

(2019) Alexander N. Tait et al.   Physical Review Applied

Stochastic neuron based on IGZO Schottky diodes for neuromorphic computing

(2019) Bingjie Dang et al.   APL Materials

Flexible and Waterproof Resistive Random‐Access Memory Based on Nitrocellulose for Skin‐Attachable Wearable Devices

(2019) Jin Hyeok Lee et al.   ADVANCED FUNCTIONAL MATERIALS

Emerging Applications of Elemental 2D Materials

(2019) Nicholas R. Glavin et al.   ADVANCED MATERIALS

Realization of Artificial Neuron Using MXene Bi-Directional Threshold Switching Memristors

(2019) Yihao Chen et al.   IEEE ELECTRON DEVICE LETTERS

High-Dimensional Bayesian Network Inference From Systems Genetics Data Using Genetic Node Ordering

(2019) Lingfei Wang et al.   Frontiers in Genetics

An Artificial Neuron Based on a Threshold Switching Memristor

(2018) Xumeng Zhang et al.   IEEE ELECTRON DEVICE LETTERS

PCMO RRAM for Integrate-and-Fire Neuron in Spiking Neural Networks

(2018) S. Lashkare et al.   IEEE ELECTRON DEVICE LETTERS

SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations

(2018) Shinhyun Choi et al.   NATURE MATERIALS

Large-scale two-photon imaging revealed super-sparse population codes in the V1 superficial layer of awake monkeys

(2018) Shiming Tang et al.   eLife

Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide

(2018) Vinod K. Sangwan et al.   NATURE

Quasi-Hodgkin-Huxley Neurons with Leaky Integrate-and-Fire Functions Physically Realized with Memristive Devices

(2018) He-Ming Huang et al.   ADVANCED MATERIALS

Highly Compact Artificial Memristive Neuron with Low Energy Consumption

(2018) Yishu Zhang et al.   Small

Biological plausibility and stochasticity in scalable VO2 active memristor neurons

(2018) Wei Yi et al.   Nature Communications

Dual functionality of threshold and multilevel resistive switching characteristics in nanoscale HfO 2 -based RRAM devices for artificial neuron and synapse elements

(2017) Jiyong Woo et al.   MICROELECTRONIC ENGINEERING

Controllable Switching Filaments Prepared via Tunable and Well-Defined Single Truncated Conical Nanopore Structures for Fast and Scalable SiOx Memory

(2017) Soonbang Kwon et al.   NANO LETTERS

Leaky Integrate and Fire Neuron by Charge-Discharge Dynamics in Floating-Body MOSFET

(2017) Sangya Dutta et al.   Scientific Reports

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

Bayesian Estimation and Inference Using Stochastic Electronics

(2016) Chetan Singh Thakur et al.   Frontiers in Neuroscience

Cross-Tissue Regulatory Gene Networks in Coronary Artery Disease

(2016) Husain A. Talukdar et al.   Cell Systems

Three-Dimensional Metal-Oxide Nanohelix Arrays Fabricated by Oblique Angle Deposition: Fabrication, Properties, and Applications

(2015) Hyunah Kwon et al.   Nanoscale Research Letters

Probabilistic machine learning and artificial intelligence

(2015) Zoubin Ghahramani   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Bayesian networks

(2015) Jorge López Puga et al.   NATURE METHODS

Human-level concept learning through probabilistic program induction

(2015) B. M. Lake et al.   SCIENCE

Three-Dimensional Metal-Oxide Nanohelix Arrays Fabricated by Oblique Angle Deposition: Fabrication, Properties, and Applications

(2015) Hyunah Kwon et al.   Nanoscale Research Letters

Nanoporous Silicon Oxide Memory

(2014) Gunuk Wang et al.   NANO LETTERS

Tunable Electroluminescence in Planar Graphene/SiO2Memristors

(2013) Congli He et al.   ADVANCED MATERIALS

Integrated Systems Approach Identifies Genetic Nodes and Networks in Late-Onset Alzheimer’s Disease

(2013) Bin Zhang et al.   CELL

A Quantitative and Predictive Model of Electromigration-Induced Breakdown of Metal Nanowires

(2013) Darin O. Bellisario et al.   Journal of Physical Chemistry C

A scalable neuristor built with Mott memristors

(2012) Matthew D. Pickett et al.   NATURE MATERIALS

Highly transparent nonvolatile resistive memory devices from silicon oxide and graphene

(2012) Jun Yao et al.   Nature Communications

In situ imaging of the conducting filament in a silicon oxide resistive switch

(2012) Jun Yao et al.   Scientific Reports

Growth and characterization of TiO2 nanotubes from sputtered Ti film on Si substrate

(2012) Karumbaiah N Chappanda et al.   Nanoscale Research Letters

The Excitatory Neuronal Network of the C2 Barrel Column in Mouse Primary Somatosensory Cortex

(2009) Sandrine Lefort et al.   NEURON

Stochastic dynamics as a principle of brain function

(2009) Gustavo Deco et al.   PROGRESS IN NEUROBIOLOGY

Resistive Switching in Nanogap Systems on SiO2 Substrates

(2009) Jun Yao et al.   Small

Spontaneous fluctuation of the resting membrane potential in Paramecium: amplification caused by intracellular Ca2+

(2008) Y. Nakaoka et al.   JOURNAL OF EXPERIMENTAL BIOLOGY