{"id":"https://openalex.org/W7124440119","doi":"https://doi.org/10.1109/led.2026.3653257","title":"Spectral-Energy Trade-Offs in Memristor Programming Using Generalized Gaussian Voltage Pulses","display_name":"Spectral-Energy Trade-Offs in Memristor Programming Using Generalized Gaussian Voltage Pulses","publication_year":2026,"publication_date":"2026-01-15","ids":{"openalex":"https://openalex.org/W7124440119","doi":"https://doi.org/10.1109/led.2026.3653257"},"language":"en","primary_location":{"id":"doi:10.1109/led.2026.3653257","doi":"https://doi.org/10.1109/led.2026.3653257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/led.2026.3653257","pdf_url":null,"source":{"id":"https://openalex.org/S19887683","display_name":"IEEE Electron Device Letters","issn_l":"0741-3106","issn":["0741-3106","1558-0563"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Electron Device Letters","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/led.2026.3653257","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041660505","display_name":"Enrique A. Miranda","orcid":"https://orcid.org/0000-0003-0470-5318","observed_orcids":["https://orcid.org/0000-0003-0470-5318"]},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Miranda","raw_affiliation_strings":["Departament d&#x2019;Enginyeria Electr&#xF2;nica, Universitat Aut&#xF2;noma de Barcelona, Cerdanyola del Vall&#xE8;s, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0470-5318","affiliations":[{"raw_affiliation_string":"Departament d&#x2019;Enginyeria Electr&#xF2;nica, Universitat Aut&#xF2;noma de Barcelona, Cerdanyola del Vall&#xE8;s, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019564692","display_name":"Eszter Piros","orcid":"https://orcid.org/0000-0001-8714-9059","observed_orcids":["https://orcid.org/0000-0001-8714-9059"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"E. Piros","raw_affiliation_strings":["Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8714-9059","affiliations":[{"raw_affiliation_string":"Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125589470","display_name":"T. Kim","orcid":"https://orcid.org/0000-0003-4558-7856","observed_orcids":["https://orcid.org/0000-0003-4558-7856"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Kim","raw_affiliation_strings":["Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046242807","display_name":"Philipp Schreyer","orcid":"https://orcid.org/0000-0002-7200-3855","observed_orcids":["https://orcid.org/0000-0002-7200-3855"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"P. Schreyer","raw_affiliation_strings":["Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7200-3855","affiliations":[{"raw_affiliation_string":"Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022496464","display_name":"J. Gehrunger","orcid":"https://orcid.org/0000-0002-0585-7893","observed_orcids":["https://orcid.org/0000-0002-0585-7893"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Gehrunger","raw_affiliation_strings":["Department of Electrical and Information Engineering, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0585-7893","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002375729","display_name":"T. Oster","orcid":"https://orcid.org/0000-0003-1501-2795","observed_orcids":["https://orcid.org/0000-0003-1501-2795"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Oster","raw_affiliation_strings":["Department of Electrical and Information Engineering, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059665104","display_name":"Jordi Su\u00f1\u00e9","orcid":"https://orcid.org/0000-0003-0108-4907","observed_orcids":["https://orcid.org/0000-0003-0108-4907"]},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Su\u00f1\u00e9","raw_affiliation_strings":["Departament d&#x2019;Enginyeria Electr&#xF2;nica, Universitat Aut&#xF2;noma de Barcelona, Cerdanyola del Vall&#xE8;s, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0108-4907","affiliations":[{"raw_affiliation_string":"Departament d&#x2019;Enginyeria Electr&#xF2;nica, Universitat Aut&#xF2;noma de Barcelona, Cerdanyola del Vall&#xE8;s, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005076278","display_name":"Christian Hochberger","orcid":"https://orcid.org/0000-0001-5516-7826","observed_orcids":["https://orcid.org/0000-0001-5516-7826"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"C. Hochberger","raw_affiliation_strings":["Department of Electrical and Information Engineering, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5516-7826","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066626434","display_name":"Lambert Alff","orcid":"https://orcid.org/0000-0001-8185-4275","observed_orcids":["https://orcid.org/0000-0001-8185-4275"]},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"L. Alff","raw_affiliation_strings":["Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8185-4275","affiliations":[{"raw_affiliation_string":"Institute of Materials Science, Technische Universit&#xE4;t Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":{"value":2645,"currency":"USD","value_usd":2645},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02469444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":"3","first_page":"641","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pulse-shaping","display_name":"pulse shaping","score":0.9470000267028809},{"id":"https://openalex.org/keywords/frequency-content","display_name":"frequency content","score":0.4860000014305115},{"id":"https://openalex.org/keywords/nonlinear-dynamics","display_name":"nonlinear dynamics","score":0.453000009059906},{"id":"https://openalex.org/keywords/low-power-memory","display_name":"low-power memory","score":0.41999998688697815},{"id":"https://openalex.org/keywords/in-memory-computing","display_name":"in-memory computing","score":0.7599999904632568},{"id":"https://openalex.org/keywords/neuromorphic-computing","display_name":"neuromorphic computing","score":0.9449999928474426},{"id":"https://openalex.org/keywords/waveform-optimization","display_name":"waveform optimization","score":0.4869999885559082}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.7599999904632568},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.605400025844574},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.6047999858856201},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5817999839782715},{"id":"https://openalex.org/C2780077345","wikidata":"https://www.wikidata.org/wiki/Q16891888","display_name":"Spice","level":2,"score":0.559499979019165},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.5102999806404114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49470001459121704},{"id":"https://openalex.org/C102755159","wikidata":"https://www.wikidata.org/wiki/Q7259683","display_name":"Pulse shaping","level":3,"score":0.45980000495910645},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.45190000534057617},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.4223000109195709},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.41350001096725464},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.40369999408721924},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.3792000114917755},{"id":"https://openalex.org/C177950962","wikidata":"https://www.wikidata.org/wiki/Q10997658","display_name":"Non-volatile memory","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C113089479","wikidata":"https://www.wikidata.org/wiki/Q210729","display_name":"Electrical element","level":2,"score":0.3434000015258789},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3294999897480011},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.32659998536109924},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C92746544","wikidata":"https://www.wikidata.org/wiki/Q585184","display_name":"Pulse-width modulation","level":3,"score":0.30140000581741333},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.2736999988555908},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C4775677","wikidata":"https://www.wikidata.org/wiki/Q7449393","display_name":"Semiconductor device modeling","level":3,"score":0.26440000534057617},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C2780338983","wikidata":"https://www.wikidata.org/wiki/Q3778724","display_name":"Fuze","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25769999623298645},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/led.2026.3653257","doi":"https://doi.org/10.1109/led.2026.3653257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/led.2026.3653257","pdf_url":null,"source":{"id":"https://openalex.org/S19887683","display_name":"IEEE Electron Device Letters","issn_l":"0741-3106","issn":["0741-3106","1558-0563"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Electron Device Letters","raw_type":"journal-article"},{"id":"pmh:oai:ddd.uab.cat:326994","doi":null,"is_oa":true,"landing_page_url":"https://ddd.uab.cat/record/326994","pdf_url":"https://ddd.uab.cat/pub/artpub/2026/326994/IEEEleDe_a2026v47n3p641.pdf","source":{"id":"https://openalex.org/S4306400380","display_name":"Dip\u00f2sit Digital de Documents de la UAB (Universitat Aut\u00f2noma de Barcelona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123044942","host_organization_name":"Universitat Aut\u00f2noma de Barcelona","host_organization_lineage":["https://openalex.org/I123044942"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/led.2026.3653257","doi":"https://doi.org/10.1109/led.2026.3653257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/led.2026.3653257","pdf_url":null,"source":{"id":"https://openalex.org/S19887683","display_name":"IEEE Electron Device Letters","issn_l":"0741-3106","issn":["0741-3106","1558-0563"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Electron Device Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Affordable and clean energy","score":0.9122349619865417,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2596315485","display_name":null,"funder_award_id":"PID2022-139586NB-C41","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G3618054687","display_name":"Next Generation of edge AI crossing technology fields","funder_award_id":"101194172","funder_id":"https://openalex.org/F4320338444","funder_display_name":"HORIZON EUROPE Digital, Industry and Space"},{"id":"https://openalex.org/G8335275847","display_name":null,"funder_award_id":"PID2022-139586NB-C41","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320311647","display_name":"Merck KGaA","ror":"https://ror.org/04b2dty93"},{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320323384","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":"https://ror.org/003x0zc53"},{"id":"https://openalex.org/F4320338444","display_name":"HORIZON EUROPE Digital, Industry and Space","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"work":[1],"investigates":[2],"the":[3,43,51,59,73,107,131],"spectral":[4,74],"and":[5,32,47,55,62,82,95,121,133,150],"energetic":[6],"aspects":[7],"of":[8,135],"memristor":[9],"programming":[10,80,83],"using":[11],"generalized":[12,22],"Gaussian":[13,23],"voltage":[14],"pulses.":[15],"Unlike":[16],"conventional":[17],"square":[18],"or":[19],"triangular":[20],"waveforms,":[21],"pulses":[24],"enable":[25],"precise":[26],"control":[27],"over":[28],"both":[29],"temporal":[30],"shape":[31,38],"frequency":[33,108],"content":[34],"through":[35],"a":[36],"tunable":[37],"parameter.":[39],"By":[40],"systematically":[41],"varying":[42],"pulse\u2019s":[44],"effective":[45],"width":[46],"sharpness,":[48],"we":[49],"analyze":[50],"resulting":[52],"current":[53],"response":[54],"its":[56],"dependence":[57],"on":[58],"memristor\u2019s":[60],"nonlinear":[61],"memory-driven":[63],"dynamics.":[64],"SPICE":[65],"simulations":[66],"reveal":[67],"how":[68],"pulse":[69,93],"shaping":[70],"directly":[71],"affects":[72],"distribution,":[75],"instantaneous":[76],"power":[77],"consumption,":[78],"total":[79],"energy,":[81],"time.":[84],"The":[85],"results":[86],"highlight":[87],"key":[88],"trade-offs":[89],"among":[90],"frequency-domain":[91],"characteristics,":[92],"amplitude,":[94],"energy":[96],"efficiency,":[97],"providing":[98],"practical":[99],"design":[100],"guidelines":[101],"for":[102,143],"energy-aware":[103],"memristive":[104,111],"programming.":[105],"Controlling":[106],"spectrum":[109],"in":[110,119],"circuits":[112],"is":[113],"critical":[114],"to":[115],"preventing":[116],"parasitic":[117],"elements":[118],"wires":[120],"devices":[122],"from":[123],"introducing":[124],"additional":[125],"signal":[126,148],"distortion,":[127],"which":[128],"could":[129],"compromise":[130],"accuracy":[132],"reliability":[134],"in-memory":[136],"operations.":[137],"These":[138],"findings":[139],"have":[140],"potential":[141],"implications":[142],"low-power":[144],"neuromorphic":[145],"computing,":[146],"analog":[147],"modulation,":[149],"waveform-optimized":[151],"memory":[152],"architectures.":[153]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2026-01-17T00:00:00"}
