Evidence map›Paper›PMID 33513672›Full record

ArticleNanomaterials (Basel, Switzerland)2021

Bipolar and Complementary Resistive Switching Characteristics and Neuromorphic System Simulation in a Pt/ZnO/TiN Synaptic Device.

Sobia Ali Khan, Geun Ho Lee, Chandreswar Mahata, Muhammad Ismail, Hyungjin Kim, Sungjun Kim

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. SnONanomaterials (Basel, Switzerland) · 2023
    Article
  3. Article
  4. Article
  5. Resistive Switching Characteristics of Alloyed AlSiOMaterials (Basel, Switzerland) · 2022
    Article
  6. Article
  7. Article
  8. Stable Resistive Switching in ZnO/PVA:MoSNanomaterials (Basel, Switzerland) · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Sobia Ali KhanSchool of Electronics Engineering, Chungbuk National University, Cheongju 28644, Korea.
Geun Ho LeeDepartment of Electronic Engineering, Inha University, Incheon 22212, Korea.
Chandreswar MahataSchool of Electronics Engineering, Chungbuk National University, Cheongju 28644, Korea.
Muhammad IsmailDivision of Electronics and Electrical Engineering, Dongguk University, Seoul 04620, Korea.
Hyungjin KimDepartment of Electronic Engineering, Inha University, Incheon 22212, Korea.ORCID 0000-0002-4834-6882
Sungjun KimDivision of Electronics and Electrical Engineering, Dongguk University, Seoul 04620, Korea.

Funding

Brain Korea 21 project Inha UniversityNRF 2019M3F3A1A03079821NRF 2020M3F3A2A01081656NRF 2020M3H5A1081111
6 · The paper itself

Abstract

In this work, a ZnO-based resistive switching memory device is characterized by using simplified electrical conduction models. The conventional bipolar resistive switching and complementary resistive switching modes are accomplished by tuning the bias voltage condition. The material and chemical information of the device stack including the interfacial layer of TiON is well confirmed by transmission electron microscopy (TEM) and X-ray photoelectron spectroscopy (XPS) analysis. The device exhibits uniform gradual bipolar resistive switching (BRS) with good endurance and self-compliance characteristics. Moreover, complementary resistive switching (CRS) is achieved by applying the compliance current at negative bias and increasing the voltage at positive bias. The synaptic behaviors such as long-term potentiation and long-term depression are emulated by applying consecutive pulse input to the device. The CRS mode has a higher array size in the cross-point array structure than the BRS mode due to more nonlinear I-V characteristics in the CRS mode. However, we reveal that the BRS mode shows a better pattern recognition rate than the CRS mode due to more uniform conductance update.

Indexed as

memristorneural network simulationneuromorphic systemresistive switchingsynaptic deviceX-ray photoelectron spectroscopy

Identifiers

PMID33513672
PMCPMC7911158

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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.