Guidelines for visual synapse characterisation for PV experts

This document provides standardized experimental guidelines for the characterization of optoelectronic artificial synapses within the SOLIS project. It outlines reproducible measurement protocols for key plasticity phenomena such as short-term and long-term potentiation/depression (STP, LTP, LTD), paired-pulse facilitation (PPF), spike-timing-dependent plasticity (STDP), and conductance retention. The procedures are tailored for photomemristive and photoferroelectric thin-film devices based on chalcogenide and oxide semiconductors, combining optical and electrical stimuli. Each section includes detailed timing, measurement, and data-analysis recommendations to ensure cross-laboratory comparability. The document emphasizes analog rather than binary interpretations of synaptic weight evolution, reflecting trap-mediated charge dynamics as the governing physical mechanism.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-16
DOI
https://doi.org/10.5281/zenodo.17371841
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
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article

Guidelines for visual synapse characterisation for PV experts

Zenodo (CERN European Organization for Nuclear Research)
Advanced Memory and Neural Computing
article

Guidelines for visual synapse characterisation for PV experts

article en

Abstract

This document provides standardized experimental guidelines for the characterization of optoelectronic artificial synapses within the SOLIS project. It outlines reproducible measurement protocols for key plasticity phenomena such as short-term and long-term potentiation/depression (STP, LTP, LTD), paired-pulse facilitation (PPF), spike-timing-dependent plasticity (STDP), and conductance retention. The procedures are tailored for photomemristive and photoferroelectric thin-film devices based on chalcogenide and oxide semiconductors, combining optical and electrical stimuli. Each section includes detailed timing, measurement, and data-analysis recommendations to ensure cross-laboratory comparability. The document emphasizes analog rather than binary interpretations of synaptic weight evolution, reflecting trap-mediated charge dynamics as the governing physical mechanism.

Zenodo (CERN European Organization for Nuclear Research)
University of Liverpool (GB), Universitat Politècnica de Catalunya (ES)
Openalex Percentile: Top 49%
Advanced Memory and Neural Computing
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Guidelines for visual synapse characterisation for PV experts · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS