Energy-efficient Mott activation neuron for full-hardware implementation of neural networks

A caloritronics-based Mott neuristor

(2020) Javier del Valle et al.   Scientific Reports

Subthreshold firing in Mott nanodevices

(2019) Javier del Valle et al.   NATURE

Analog-to-Digital Conversion With Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration

(2019) Massimo Giordano et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

A Neuromorphic Device Implemented on a Salmon‐DNA Electrolyte and its Application to Artificial Neural Networks

(2019) Dong‐Ho Kang et al.   Advanced Science

The Impact of Resistance Drift of Phase Change Memory (PCM) Synaptic Devices on Artificial Neural Network Performance

(2019) Sangheon Oh et al.   IEEE ELECTRON DEVICE LETTERS

Binarized Neural Network with Silicon Nanosheet Synaptic Transistors for Supervised Pattern Classification

(2019) Sungho Kim et al.   Scientific Reports

NeuroSim: A Circuit-Level Macro Model for Benchmarking Neuro-Inspired Architectures in Online Learning

(2018) Pai-Yu Chen et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Equivalent-accuracy accelerated neural-network training using analogue memory

(2018) Stefano Ambrogio et al.   NATURE

Learning in Memristive Neural Network Architectures Using Analog Backpropagation Circuits

(2018) Olga Krestinskaya et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Neuroinspired unsupervised learning and pruning with subquantum CBRAM arrays

(2018) Yuhan Shi et al.   Nature Communications

Atomristor: Nonvolatile Resistance Switching in Atomic Sheets of Transition Metal Dichalcogenides

(2017) Ruijing Ge et al.   NANO LETTERS

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

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

Confining Cation Injection to Enhance CBRAM Performance by Nanopore Graphene Layer

(2017) Xiaolong Zhao et al.   Small

A multiply-add engine with monolithically integrated 3D memristor crossbar/CMOS hybrid circuit

(2017) B. Chakrabarti et al.   Scientific Reports

Quantitative Mapping of Phase Coexistence in Mott-Peierls Insulator during Electronic and Thermally Driven Phase Transition

(2015) Himanshu Madan et al.   ACS Nano

Switching mechanism in two-terminal vanadium dioxide devices

(2015) Iuliana P Radu et al.   NANOTECHNOLOGY

Ultra-Low-Energy Three-Dimensional Oxide-Based Electronic Synapses for Implementation of Robust High-Accuracy Neuromorphic Computation Systems

(2014) Bin Gao et al.   ACS Nano

Metal–Oxide RRAM

(2012) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE