ArticleNature communications2022
Probabilistic computing using Cu
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
31 citing papers in PubMed.
- Noise-Tunable Memristor Enabling Programmable Probabilistic Neurons for Frequency-Selective Time-Series Signal Encoding.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Stress-engineered 0.34 nm graphene memristors for low-power probabilistic computing.Nature communications · 2026Article
- Probabilistic Computing via Gate-Tunable Random Telegraph Noise.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Integration of Reconfigurable p-Bit and 1R Crossbar Array for Memristive Probabilistic Computing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Sub-mV tunable photonic p-bits for probabilistic computing.Science advances · 2026Article
- Probabilistic computing utilizing HfONature communications · 2026Article
- 250 magnetic tunnel junctions-based probabilistic Ising machine.Nature communications · 2026Article
- CMOS compatible probabilistic computing hardware with cointegrated reconfigurable p-bits and synapse arrays.Nature communications · 2026Article
- Multi-Physical Field Modulated P-Bit Device Based on VOAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- A parallel magnetic tunnel junction-based probabilistic Ising processor for efficient quadratic optimization.Nature communications · 2026Article
- Multi-State Probabilistic Computing Using Floating-Body MOSFETs Based on the Potts Model for Solving Complex Combinatorial Optimization Problems.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Metrics for spin-based computing.Nature reviews. Physics · 2026Article
- A hardware demonstration of a universal programmable RRAM-based probabilistic computer for molecular docking.Nature communications · 2025Article
- Next-generation graph computing with electric current-based and quantum-inspired approaches.Nature communications · 2025Review
- Genetic designs for stochastic and probabilistic biocomputing.Physical review. E · 2025Article
- Versatile optoelectronic memristor based on wide-bandgap GaLight, science & applications · 2025Article
- Stochastic Photoresponse-Driven Perovskite TRNGs for Secure Encryption Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Superior probabilistic computing using operationally stable probabilistic-bit constructed by a manganite nanowire.National science review · 2025Article
- Automatic Extraction and Compensation of P-Bit Device Variations in Large Array Utilizing Boltzmann Machine Training.Micromachines · 2025Article
- Memristive Ion Dynamics to Enable Biorealistic Computing.Chemical reviews · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
A computing scheme that can solve complex tasks is necessary as the big data field proliferates. Probabilistic computing (p-computing) paves the way to efficiently handle problems based on stochastic units called probabilistic bits (p-bits). This study proposes p-computing based on the threshold switching (TS) behavior of a Cu
Identifiers
What OpenQuestion holds
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.