<node id="664751">
  <nid>664751</nid>
  <type>event</type>
  <uid>
    <user id="28475"><![CDATA[28475]]></user>
  </uid>
  <created>1673646647</created>
  <changed>1673646647</changed>
  <title><![CDATA[Ph.D. Proposal Oral Exam - Piyush Kumar]]></title>
  <body><![CDATA[<p><strong>Title:&nbsp; </strong><em>Modeling and benchmarking of spintronic devices for memory and in-memory compute applications</em></p>

<p><strong>Committee:&nbsp; </strong></p>

<p>Dr. Naeemi, Advisor&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</p>

<p>Dr. Davis, Chair</p>

<p>Dr. Khan</p>

<p><strong>Abstract: </strong>The objective of the proposed research is to model and benchmark spintronic devices from materials and devices to circuits and application-level. We present a comprehensive model for spin current generation and transport in spin-orbit torque (SOT) devices while considering various nanoscale effects such as incomplete current redistribution, interface scattering, and local variation in material properties. We also provide a thickness optimization metric for SOT layer, quantifying it in terms of its resistivity and spin diffusion length. At the device-level, we evaluate various trade-offs among write current, time, and error rate for SOT-MRAM based on experimentally validated micromagnetic simulations. Moreover, we discuss about area saving schemes for SOT-MRAM based on voltage-controlled magnetic anisotropy (VCMA) effect and spin-transfer torque (STT). We study the read performance of SOT-MRAM array and quantify it in terms of oxide thickness. We benchmark the area and write performance of SOT-MRAM based memory arrays against other competing memories such as STT-MRAM, magneto-electric (ME) MRAM, and SRAM. Finally, at the application-level, we propose novel ternary content addressable memory (TCAM) based on SOT and magneto-electric (ME) effect and benchmark their area and search/write performance against TCAMs based on other technologies such as STT, SRAM, and FeFET.</p>
]]></body>
  <field_summary_sentence>
    <item>
      <value><![CDATA[Modeling and benchmarking of spintronic devices for memory and in-memory compute applications]]></value>
    </item>
  </field_summary_sentence>
  <field_summary>
    <item>
      <value><![CDATA[]]></value>
    </item>
  </field_summary>
  <field_time>
    <item>
      <value><![CDATA[2023-01-24T14:00:00-05:00]]></value>
      <value2><![CDATA[2023-01-24T16:00:00-05:00]]></value2>
      <rrule><![CDATA[]]></rrule>
      <timezone><![CDATA[America/New_York]]></timezone>
    </item>
  </field_time>
  <field_fee>
    <item>
      <value><![CDATA[]]></value>
    </item>
  </field_fee>
  <field_extras>
      </field_extras>
  <field_audience>
          <item>
        <value><![CDATA[Public]]></value>
      </item>
      </field_audience>
  <field_media>
      </field_media>
  <field_contact>
    <item>
      <value><![CDATA[]]></value>
    </item>
  </field_contact>
  <field_location>
    <item>
      <value><![CDATA[]]></value>
    </item>
  </field_location>
  <field_sidebar>
    <item>
      <value><![CDATA[]]></value>
    </item>
  </field_sidebar>
  <field_phone>
    <item>
      <value><![CDATA[]]></value>
    </item>
  </field_phone>
  <field_url>
    <item>
      <url><![CDATA[]]></url>
      <title><![CDATA[]]></title>
            <attributes><![CDATA[]]></attributes>
    </item>
  </field_url>
  <field_email>
    <item>
      <email><![CDATA[]]></email>
    </item>
  </field_email>
  <field_boilerplate>
    <item>
      <nid><![CDATA[]]></nid>
    </item>
  </field_boilerplate>
  <links_related>
      </links_related>
  <files>
      </files>
  <og_groups>
          <item>434371</item>
      </og_groups>
  <og_groups_both>
          <item><![CDATA[ECE Ph.D. Proposal Oral Exams]]></item>
      </og_groups_both>
  <field_categories>
          <item>
        <tid>1788</tid>
        <value><![CDATA[Other/Miscellaneous]]></value>
      </item>
      </field_categories>
  <field_keywords>
          <item>
        <tid>102851</tid>
        <value><![CDATA[Phd proposal]]></value>
      </item>
          <item>
        <tid>1808</tid>
        <value><![CDATA[graduate students]]></value>
      </item>
      </field_keywords>
  <userdata><![CDATA[]]></userdata>
</node>
