98f7a1d3965d56e10b6793c1fc4d3fdf Mat_a2019v12n14p2260iENG.pdf 34a389bf71ecad3ae99dd0eed70a46d11ead82ae Mat_a2019v12n14p2260iENG.pdf a9b730b86a1df17765199c1c1d7461249944c3b8c75ff80ae8f98d3f26dfb6d6 Mat_a2019v12n14p2260iENG.pdf Title: On the Application of a Diffusive Memristor Compact Model to Neuromorphic Circuits Subject: Memristive devices have found application in both random access memory and neuromorphic circuits. In particular, it is known that their behavior resembles that of neuronal synapses. However, it is not simple to come by samples of memristors and adjusting their parameters to change their response requires a laborious fabrication process. Moreover, sample to sample variability makes experimentation with memristor-based synapses even harder. The usual alternatives are to either simulate or emulate the memristive systems under study. Both methodologies require the use of accurate modeling equations. In this paper, we present a diffusive compact model of memristive behavior that has already been experimentally validated. Furthermore, we implement an emulation architecture that enables us to freely explore the synapse-like characteristics of memristors. The main advantage of emulation over simulation is that the former allows us to work with real-world circuits. Our results can give some insight into the desirable characteristics of the memristors for neuromorphic applications. Keywords: memristor; compact model; emulator; neuromorphic; synapse; STDP; pavlov Author: Agustín Cisternas Ferri, Alan Rapoport, German Patterson, Pablo Fierens, Enrique Miranda and Jordi Suñé Creator: LaTeX with hyperref package Producer: pdfTeX-1.40.18 CreationDate: Sat Jul 13 11:42:12 2019 CEST ModDate: Sat Jul 13 11:42:12 2019 CEST Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 18 Encrypted: no Page size: 595.276 x 841.89 pts (A4) Page rot: 0 File size: 710236 bytes Optimized: no PDF version: 1.5 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- SAETDA+URWPalladioL-Ital Type 1 Custom yes yes no 95 0 HQPBWH+URWPalladioL-Bold Type 1 Custom yes yes no 96 0 SFXKGR+URWPalladioL-Roma Type 1 Custom yes yes no 97 0 YOTXCC+TimesNewRomanPS-BoldItalicMT Type 1C WinAnsi yes yes no 103 0 MCBCCI+SourceSansRoman-Regular Type 1C Custom yes yes no 120 0 MCBCCM+SourceSansRoman.613wght 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no 542 0 QBUQRX+CMSY10 Type 1 Custom yes yes no 544 0 SOSTRQ+CMR10 Type 1 Custom yes yes no 546 0 SFXKGR+URWPalladioL-Roma Type 1 Custom yes yes no 552 0 SOSTRQ+CMR10 Type 1 Custom yes yes no 554 0 QKLUZT+PazoMath-Italic Type 1 Custom yes yes no 556 0 HYYHEA+CMBSY10 Type 1 Builtin yes yes no 603 0 SZMZGR+CMBX10 Type 1 Builtin yes yes no 604 0 WEIJUK+CMSY9 Type 1 Builtin yes yes no 725 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2019-12-18 05:22:48 CET RepresentationInformation: Mat_a2019v12n14p2260iENG.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2019-12-17 11:01:00 CET Size: 710236 Format: PDF Version: 1.5 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 0 FreeObjects: 8 IncrementalUpdates: 0 DocumentCatalog: ViewerPreferences: HideToolbar: false HideMenubar: false HideWindowUI: false FitWindow: true CenterWindow: false DisplayDocTitle: false NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox 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