Evidence map›Paper›PMID 35069102›Full record

ArticleFrontiers in neuroscience2021

Engineering Spiking Neurons Using Threshold Switching Devices for High-Efficient Neuromorphic Computing.

Yanting Ding, Yajun Zhang, Xumeng Zhang, Pei Chen, Zefeng Zhang, Yue Yang, Lingli Cheng, Chen Mu, Ming Wang, Du Xiang and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

14 authors.

Yanting DingFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Yajun ZhangDepartment of Physics, Center for Advanced Quantum Studies, Beijing Normal University, Beijing, China.
Xumeng ZhangFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Pei ChenFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Zefeng ZhangFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Yue YangFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Lingli ChengFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Chen MuFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Ming WangFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Du XiangFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Guangjian WuFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Keji ZhouFrontier Institute of Chip and System, Fudan University, Shanghai, China.
Zhe YuanDepartment of Physics, Center for Advanced Quantum Studies, Beijing Normal University, Beijing, China.
Qi LiuFrontier Institute of Chip and System, Fudan University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Inspired by the human brain, the spike-based neuromorphic system has attracted strong research enthusiasm because of the high energy efficiency and powerful computational capability, in which the spiking neurons and plastic synapses are two fundamental building blocks. Recently, two-terminal threshold switching (TS) devices have been regarded as promising candidates for building spiking neurons in hardware. However, how circuit parameters affect the spiking behavior of TS-based neurons is still an open question. Here, based on a leaky integrate-and-fire (LIF) neuron circuit, we systematically study the effect of both the extrinsic and intrinsic factors of NbO

Indexed as

frequency tunabilityinfluence factorsreinforcement learningspiking neural networkspiking neuron circuitsthreshold switching devices

Identifiers

PMID35069102
PMCPMC8766734

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.