A review of cryogenic neuromorphic hardware

Superconducting neural networks with disordered Josephson junction array synaptic networks and leaky integrate-and-fire loop neurons

(2021) Uday S. Goteti et al.   JOURNAL OF APPLIED PHYSICS

Comprehensive Regulation of the Threshold Oscillation for Neuromorphic Systems Based on Cryogenic Performance of NbO₂ Device

(2021) Ao Chen et al.   IEEE ELECTRON DEVICE LETTERS

A non-volatile cryogenic random-access memory based on the quantum anomalous Hall effect

(2021) Shamiul Alam et al.   Scientific Reports

High-Speed and Low-Power Superconducting Neuromorphic Circuits Based on Quantum Phase-Slip Junctions

(2021) Ran Cheng et al.   IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY

Recalibrating global data center energy-use estimates

(2020) Eric Masanet et al.   SCIENCE

Memristors for Neuromorphic Circuits and Artificial Intelligence Applications

(2020) Enrique Miranda et al.   Materials

Synaptic weighting in single flux quantum neuromorphic computing

(2020) M. L. Schneider et al.   Scientific Reports

Investigation of resistive switching and transport mechanisms of Al2O3/TiO2−x memristors under cryogenic conditions (1.5 K)

(2020) Yann Beilliard et al.   AIP Advances

A comprehensive review on emerging artificial neuromorphic devices

(2020) Jiadi Zhu et al.   Applied Physics Reviews

Cryogenic behavior of NbO2 based threshold switching devices as oscillation neurons

(2020) Panni Wang et al.   APPLIED PHYSICS LETTERS

Supervised learning in spiking neural networks: A review of algorithms and evaluations

(2020) Xiangwen Wang et al.   NEURAL NETWORKS

Optimization of photoluminescence from W centers in a silicon-on-insulator

(2020) Sonia M. Buckley et al.   OPTICS EXPRESS

Pathways to efficient neuromorphic computing with non-volatile memory technologies

(2020) I. Chakraborty et al.   Applied Physics Reviews

Superconducting Nanowire Spiking Element for Neural Networks

(2020) E. Toomey et al.   NANO LETTERS

Fan-out and fan-in properties of superconducting neuromorphic circuits

(2020) M. L. Schneider et al.   JOURNAL OF APPLIED PHYSICS

MANA: A Monolithic Adiabatic iNtegration Architecture Microprocessor Using 1.4-zJ/op Unshunted Superconductor Josephson Junction Devices

(2020) Christopher L. Ayala et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Emerging Memory Devices for Neuromorphic Computing

(2019) Navnidhi K. Upadhyay et al.   Advanced Materials Technologies

Quantum Information Processing with Superconducting Nanowire Single-Photon Detectors

(2019) Takashi YAMAMOTO   IEICE TRANSACTIONS ON ELECTRONICS

TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years

(2019) Michael V. DeBole et al.   COMPUTER

A Simple Floating MOS-Memristor for High-Frequency Applications

(2019) John Vista et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Superconducting optoelectronic loop neurons

(2019) Jeffrey M. Shainline et al.   JOURNAL OF APPLIED PHYSICS

NbO2 as a Noble Zero-Strain Material for Li-Ion Batteries: Electrochemical Redox Behavior in a Nonaqueous Solution

(2019) Yang-Soo Kim et al.   Energies

Superconducting Neuromorphic Computing Using Quantum Phase-Slip Junctions

(2019) Ran Cheng et al.   IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY

Design of a Power Efficient Artificial Neuron Using Superconducting Nanowires

(2019) Emily Toomey et al.   Frontiers in Neuroscience

Memristive Synapses and Neurons for Bioinspired Computing

(2019) Rui Yang et al.   Advanced Electronic Materials

Spiking Neural Networks and online learning: An overview and perspectives

(2019) Jesus L. Lobo et al.   NEURAL NETWORKS

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

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

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

3-D Floating-Gate Synapse Array With Spike-Time-Dependent Plasticity

(2018) Hyun-Seok Choi et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Spiking Neural Networks with Unsupervised Learning Based on STDP Using Resistive Synaptic Devices and Analog CMOS Neuron Circuit

(2018) Min-Woo Kwon et al.   JOURNAL OF NANOSCIENCE AND NANOTECHNOLOGY

Challenges of memristor based neuromorphic computing system

(2018) Bonan Yan et al.   Science China-Information Sciences

Ballistic Josephson junctions based on CVD graphene

(2018) Tianyi Li et al.   SUPERCONDUCTOR SCIENCE & TECHNOLOGY

Frequency Pulling and Mixing of Relaxation Oscillations in Superconducting Nanowires

(2018) Emily Toomey et al.   Physical Review Applied

Ultralow power artificial synapses using nanotextured magnetic Josephson junctions

(2018) Michael L. Schneider et al.   Science Advances

Adiabatic superconducting artificial neural network: Basic cells

(2018) Igor I. Soloviev et al.   JOURNAL OF APPLIED PHYSICS

Tutorial: High-speed low-power neuromorphic systems based on magnetic Josephson junctions

(2018) Michael L. Schneider et al.   JOURNAL OF APPLIED PHYSICS

Spiking neuron circuits using superconducting quantum phase-slip junctions

(2018) Ran Cheng et al.   JOURNAL OF APPLIED PHYSICS

Perspective: A review on memristive hardware for neuromorphic computation

(2018) Changhyuck Sung et al.   JOURNAL OF APPLIED PHYSICS

Deep learning in spiking neural networks

(2018) Amirhossein Tavanaei et al.   NEURAL NETWORKS

A waveguide-integrated superconducting nanowire single-photon detector with a spot-size converter on a Si photonics platform

(2018) Hiroyuki Shibata et al.   SUPERCONDUCTOR SCIENCE & TECHNOLOGY

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing

(2017) Suhas Kumar et al.   NATURE

Dynamics of high frequency brain activity

(2017) Steven X. Moffett et al.   Scientific Reports

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

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

Superconducting Optoelectronic Circuits for Neuromorphic Computing

(2017) Jeffrey M. Shainline et al.   Physical Review Applied

Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors

(2016) M. Prezioso et al.   Scientific Reports

SPICE model implementation of quantum phase-slip junctions

(2015) U.S. Goteti et al.   ELECTRONICS LETTERS

The Multiple Lives of Moore's Law

(2015) Chris Mack   IEEE SPECTRUM

Superconductor Analog-to-Digital Converter for High-Resolution Magnetic Resonance Imaging

(2015) Masoud Radparvar et al.   IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY

Moore's Law: The First Ending and a New Beginning

(2014) Andrew A. Chien et al.   COMPUTER

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

(2014) P. A. Merolla et al.   SCIENCE

Superconducting Memristors

(2014) Sebastiano Peotta et al.   Physical Review Applied

Energy-Efficient Superconducting Computing—Power Budgets and Requirements

(2013) D. S. Holmes et al.   IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY

Finding a roadmap to achieve large neuromorphic hardware systems

(2013) Jennifer Hasler et al.   Frontiers in Neuroscience

Review and Critique of Analytic Models of MOSFET Short-Channel Effects in Subthreshold

(2012) Qian Xie et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Coherent quantum phase slip

(2012) O. V. Astafiev et al.   NATURE

Coulomb Blockade and Bloch Oscillations in Superconducting Ti Nanowires

(2012) J. S. Lehtinen et al.   PHYSICAL REVIEW LETTERS

Josephson junction transmission lines as tunable artificial crystals

(2011) Carsten Hutter et al.   PHYSICAL REVIEW B

Josephson junction simulation of neurons

(2010) Patrick Crotty et al.   PHYSICAL REVIEW E

Electron spin relaxation andK39pulsed ENDOR studies onCr5+-dopedK3NbO8at 9.7 and 240 GHz

(2008) S. Nellutla et al.   PHYSICAL REVIEW B