ArticleNature communications2025
8-bit states in 2D floating-gate memories using gate-injection mode for large-scale convolutional neural networks.
Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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Who cites it
8 citing papers in PubMed.
- Lattice Disorder in CuI Enables Filament-Free Transparent Memristors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Growth-Temperature-Dependent Synaptic Plasticity in ALD-ZnO Optoelectronic Synaptic Devices on Polyimide Substrates.Sensors (Basel, Switzerland) · 2026Article
- Damage-free van der Waals metal/NbONano convergence · 2026Article
- Extreme Illuminated Vision Processing with a Graded Alloyed Perovskite In-sensor Computing Network.Nature communications · 2026Article
- Coplanar Floating-Gate Antiferroelectric Transistor with Multifunctionality for All-in-One Analog Reservoir Computing.Nano-micro letters · 2026Article
- High-κ samarium oxysulfate dielectric for two-dimensional electronics with enhanced gate coupling.Nature communications · 2025Article
- HZO/HSO Superlattice ReFET Array Integrating Optical Sensing for Neuromorphic Vision Computing.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- 11-bit two-dimensional floating-gate memories.Nature communications · 2025Article
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
The fast development of artificial intelligence has called for high-efficiency neuromorphic computing hardware. While two-dimensional floating-gate memories show promise, their limited state numbers and stability hinder practical use. Here, we report gate-injection-mode two-dimensional floating-gate memories as a candidate for large-scale neural network accelerators. Through a coplanar device structure design and a bi-pulse state programming strategy, 8-bit states with intervals larger than three times of the standard deviations and stability over 10,000 s are achieved at 3 V. The cycling endurance is over 10
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.