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ZENODO
Dataset . 2023
License: CC BY NC ND
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY NC ND
Data sources: ZENODO
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ZENODO
Dataset . 2023
License: CC BY NC ND
Data sources: ZENODO
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ZENODO
Dataset . 2023
License: CC BY NC ND
Data sources: Datacite
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Dataset for: Biological neurons act as generalization filters in reservoir computing

Authors: Sumi, Takuma; Yamamoto, Hideaki; Katori, Yuichi; Ito, Koki; Moriya, Satoshi; Konno, Tomohiro; Sato, Shigeo; +1 Authors

Dataset for: Biological neurons act as generalization filters in reservoir computing

Abstract

This dataset contains the fluorescence traces from calcium imaging. The data are provided in csv format, wherein the value represents relative fluorescent unit (⊿F/F) of neuron i (arranged in columns) at t-th frame (arranged in rows). The time resolution of the recording is 50 ms/frame. A journal paper is to be published in PNAS with full details of materials and methods. https://www.pnas.org/doi/abs/10.1073/pnas.2217008120 File naming convention ・"Spon.csv" is a data obtained in a spontaneous activity recording. ・The other file s are named according to the delivered stimulus. ・For the static pattern recognition task, "StimA", "StimB", and "StimC" correspond to the stimulation of the top, middle, and bottom regions in Figure 1B. ・"_half" and "_quarter" refers to stimulations with reduced areas, described in Figure S2A. ・For the speech recognition task, "f1" and "m1" represent the gender of the speakers, and "zero", "one", ... are spoken digits. ・"_reverse" refers to a stimulation to a temporally-reversed input.

We acknowledge MEXT Grant-in-Aid for Transformative Research Areas (B) 'Multicellular Neurobiocomputing' (21H05163, 21H05164), JSPS KAKENHI (18H03325, 19H00846, 20H02194, 20K20550, 21J21766, 22H03657, 22K19821, 22KK0177), JST PRESTO (JMPJPR18MB), JST CREST (JPMJCR19K3), and Tohoku University RIEC Cooperative Research Project Program for financial support.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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