Results 211 to 220 of about 9,687 (293)

Investigation of Analog Memristor Characteristics for Hardware Synaptic Weight in Multilayer Neural Network

Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.
The systematic design of memristor‐based neural network is provided by analog conductance state parameters to accurately emulate the software‐based high‐resolution weight at discrete device level. The requirement of discrete analog conductance of memristor device is measured as ≈50 states with nonlinearity value of ≈0.142 within the deviation range of ...
Jingon Jang, Yoonseok Song, Sungjun Park
wiley   +1 more source

Sub-Terahertz Memristor Switches Using MoS₂ by Liquid-Liquid Interface Assembly. [PDF]

Adv Sci (Weinh)
Mingates T, Ghatas ME, Deuermeier J, Kelly AG, Neilson J, Coleman JN, Mendes L, Vaz JC, Matos S, Lucci L, Clemente A, Sofer Z, Pessoa LM, Fortunato E, Martins R, Kiazadeh A.   +15 more
europepmc   +1 more source

Compact Modeling of Volatile‐Switching Electrochemical Metallization Memory Cells by Means of the Electromotive Force

Advanced Intelligent Systems, EarlyView.
A volatile‐switching compact model of electrochemical metallization memory cells for neuromorphic architecture is developed and validated by reliable reproduction of device characterization measurements: I−V sweeps, SET kinetics, relaxation dynamics.
Rana Walied Ahmad, Solomon Amsalu Chekol, Julius Rasbach, Susanne Hoffmann‐Eifert, Stephan Menzel   +4 more
wiley   +1 more source

Instability-driven electrohydrodynamic neurons for probabilistic computing. [PDF]

Nat Commun
Sun M, Wang Y, Li W, Gu Y, Feng J, Sun C, Xie Y.   +6 more
europepmc   +1 more source

Exploiting Ferroelectric and Spintronic Dynamics for Neural Network Computation

Advanced Intelligent Systems, EarlyView.
Ferroelectric and spintronic devices, relying on the control of polarization and magnetization, offer intrinsically fast, durable, energy‐efficient, and low‐latency building blocks for analog in‐memory computing. The hysteretic dynamics of an order parameter are leveraged to provide nonvolatile, multistate memory and nonlinear switching. Brain‐inspired
Dashiell Harrison, Kevin Nadaud, Josquin Harrison, Guillaume F. Nataf, Laura Bégon‐Lours   +4 more
wiley   +1 more source

Spinal-inspired artificial tactile interneuron with high-order burst spiking for intelligent edge interfaces. [PDF]

Nat Commun
Li F, Yan Z, Mao J, Liu G, Ren H, Qin B, Zhang Z, Zhang H, Shen Y, Zheng Z, Feng W, Li D, Tang Y, Wang S, Jin Y, Luo T, Wong WF, Wang H, Zhu B.   +18 more
europepmc   +1 more source

Energy‐Aware Perturbation Optimization for Memristor‐Array Convolutional Neural Networks

Advanced Intelligent Systems, EarlyView.
Memristor‐array inference becomes more energy efficient when layer inputs are reshaped before computation. Sinusoidal perturbation encoding with dual‐threshold screening reduces active voltage pulses and contracts ADC input‐current ranges, jointly lowering crossbar and peripheral energy while preserving accuracy across hardware MNIST validation, deep ...
Ao Xu, Lun Lu, Youpeng Wu, Yao Guo, Yi Li, Yinan Wang, Qingjiang Li   +6 more
wiley   +1 more source

Dynamical Symbiosis of Solar Cell and Memristor. [PDF]

ACS Energy Lett
Kumar J, Kim SY, Rivera-Sierra G, Bisquert J.   +3 more
europepmc   +1 more source

Single‐Step Analog In‐Memory Matrix Computation in Three‐Dimensional Circuits

Advanced Intelligent Systems, EarlyView.
A wooden model illustrates a 3D memristive array designed for single‐step kernel convolutions. It shows how two‐dimensional input data are mapped into the 3D array and convolved in parallel with stored kernels. Color‐coded connection points represent programmed memory‐element values, with each color corresponding to a specific kernel weight.
Alireza Jaberi Rad, Koushik Kumar, Fatemeh Kiani, Yi Huang, Ali Abdel‐Maksoud, Zheshun Xiong, Yunzhi Ling, Wuyu Zhao, Qiangfei Xia   +8 more
wiley   +1 more source

Artificial neural manifolds. [PDF]

Nat Commun
Wang R, Liu G, Wang S, Zeng T, Yang X, Sun J, Ma X, Zhu B, Qiu M, Wang H, Hao Y.   +10 more
europepmc   +1 more source