Development of Human-timescale Neural Circuits using Emerging Neuromorphic Devices

使用新兴神经形态设备开发人类时间尺度的神经回路

• 批准号: 19K21083
• 负责人: Stoliar Pablo
• 金额: $ 1.91万
• 依托单位: National Institute of Advanced Industrial Science and Technology
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Research Activity Start-up
• 财政年份: 2018
• 资助国家: 日本
• 起止时间: 2018-08-24 至 2021-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-19K21083/
• 关键词: Artificial neuron; Neuromorphic system; Mott materials; Jeffress model; Neuromorphic systems; Emerging devices; Recurrent neural net.; Homeostasis mechanisms; Ferroelec. tunnel junct.

项目成果

Spike-shape dependence of the spike-timing dependent synaptic plasticity in ferroelectric-tunnel-junction synapses

• DOI: 10.1038/s41598-019-54215-w
• 发表时间: 2019-11-28
• 期刊: SCIENTIFIC REPORTS
• 影响因子: 4.6
• 作者: Stoliar, P.;Yamada, H.;Sawa, A.
• 通讯作者: Sawa, A.

Source-measuring unit for characterizing resistive switching devices

用于表征电阻开关器件的源测量单元

• DOI: 10.1063/1.5140812
• 发表时间: 2020
• 期刊: Review of Scientific Instruments
• 影响因子: 1.6
• 作者: Stoliar Pablo;Schneegans Olivier;Rozenberg Marcelo J.;Stoliar P.
• 通讯作者: Stoliar P.

Biologically Relevant Dynamical Behaviors Realized in an Ultra-Compact Neuron Model

• DOI: 10.3389/fnins.2020.00421
• 发表时间: 2020-05-12
• 期刊: FRONTIERS IN NEUROSCIENCE
• 影响因子: 4.3
• 作者: Stoliar, Pablo;Schneegans, Olivier;Rozenberg, Marcelo J.
• 通讯作者: Rozenberg, Marcelo J.

An ultra-compact leaky-integrate-and-fire model for building spiking neural networks

• DOI: 10.1038/s41598-019-47348-5
• 发表时间: 2019-07-31
• 期刊: SCIENTIFIC REPORTS
• 影响因子: 4.6
• 作者: Rozenberg, M. J.;Schneegans, O.;Stoliar, P.
• 通讯作者: Stoliar, P.