Prospects and applications of photonic neural networks

por Chaoran Huang, Volker J. Sorger, Mario Miscuglio, Mohammed Al-Qadasi, Avilash Mukherjee, Lutz Lampe, Mitchell Nichols, Alexander N. Tait, Thomas Ferreira de Lima, Bicky A. Marquez, Jiahui Wang, Lukas Chrostowski, Mable P. Fok, Daniel Brunner, Shanhui Fan, Sudip Shekhar, Paul R. Prucnal, Bhavin J. Shastri
Publicado 2022

Influences of the Temperature on the Electrical Properties of HfO₂-Based Resistive Switching Devices

por Héctor García, Jonathan Boo, Guillermo Vinuesa, Óscar G. Ossorio, Benjamín Sahelices, Salvador Dueñas, Helena Castán, Mireia B. González, Francesca Campabadal
Publicado 2021

Adjustable Leaky-Integrate-and-fire neurons based on memristor-coupled capacitors

por T. Guo, K. Pan, B. Sun, L. Wei, Y. Yan, Y.N. Zhou, Y.A. Wu
Publicado 2021

Bidirectional Electric-Induced Conductance Based on GeTe/Sb₂Te₃ Interfacial Phase Change Memory for Neuro-Inspired Computing

por Shin-young Kang, Soo-min Jin, Ju-young Lee, Dae-seong Woo, Tae-hun Shim, In-ho Nam, Jea-gun Park, Yuji Sutou, Yun-heub Song
Publicado 2021

Markov Chain Abstractions of Electrochemical Reaction-Diffusion in Synaptic Transmission for Neuromorphic Computing

por Margot Wagner, Margot Wagner, Margot Wagner, Thomas M. Bartol, Thomas M. Bartol, Terrence J. Sejnowski, Terrence J. Sejnowski, Terrence J. Sejnowski, Terrence J. Sejnowski, Terrence J. Sejnowski, Gert Cauwenberghs, Gert Cauwenberghs, Gert Cauwenberghs
Publicado 2021

NbO₂-Based Frequency Storable Coupled Oscillators for Associative Memory Application

por Donguk Lee, Euijun Cha, Jaehyuk Park, Changhyuck Sung, Kibong Moon, Solomon Amsalu Chekol, Hyunsang Hwang
Publicado 2018

Multi-Terminal Memristive Devices Enabling Tunable Synaptic Plasticity in Neuromorphic Hardware: A Mini-Review

por Yann Beilliard, Yann Beilliard, Fabien Alibart, Fabien Alibart
Publicado 2021

ReSe2-Based RRAM and Circuit-Level Model for Neuromorphic Computing

por Yifu Huang, Yuqian Gu, Xiaohan Wu, Ruijing Ge, Yao-Feng Chang, Xiyu Wang, Jiahan Zhang, Deji Akinwande, Jack C. Lee
Publicado 2021

A Noise-Resilient Neuromorphic Digit Classifier Based on NOR Flash Memories with Pulse–Width Modulation Scheme

por Gerardo Malavena, Alessandro Sottocornola Spinelli, Christian Monzio Compagnoni
Publicado 2021

A Scatter-and-Gather Spiking Convolutional Neural Network on a Reconfigurable Neuromorphic Hardware

por Chenglong Zou, Chenglong Zou, Xiaoxin Cui, Yisong Kuang, Kefei Liu, Yuan Wang, Xinan Wang, Ru Huang
Publicado 2021

Utilization of Unsigned Inputs for NAND Flash-Based Parallel and High-Density Synaptic Architecture in Binary Neural Networks

por Sung-Tae Lee, Gyuho Yeom, Joon Hwang, Hyeongsu Kim, Honam Yoo, Byung-Gook Park, Jong-Ho Lee
Publicado 2021

STT-BSNN: An In-Memory Deep Binary Spiking Neural Network Based on STT-MRAM

por Van-Tinh Nguyen, Quang-Kien Trinh, Renyuan Zhang, Yasuhiko Nakashima
Publicado 2021

SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient Spiking Neural Network Training

por Fangxin Liu, Fangxin Liu, Wenbo Zhao, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Tao Yang, Li Jiang, Li Jiang, Li Jiang
Publicado 2021

NeuroSOFM: A Neuromorphic Self-Organizing Feature Map Heterogeneously Integrating RRAM and FeFET

por Siddharth Barve, Joshua Mayersky, Andrew J. Ford, Alexander Jones, Bayley King, Aaron Ruen, Rashmi Jha
Publicado 2021

Toward Learning in Neuromorphic Circuits Based on Quantum Phase Slip Junctions

por Ran Cheng, Ran Cheng, Uday S. Goteti, Harrison Walker, Harrison Walker, Keith M. Krause, Keith M. Krause, Luke Oeding, Michael C. Hamilton, Michael C. Hamilton
Publicado 2021

A Marr's Three‐Level Analytical Framework for Neuromorphic Electronic Systems

por Yunpeng Guo, Xiaolong Zou, Yifan Hu, Yifei Yang, Xinxin Wang, Yuhan He, Ruikai Kong, Yuzheng Guo, Guoqi Li, Wei Zhang, Si Wu, Huanglong Li
Publicado 2021