https://puma.ub.uni-stuttgart.de/tag/quantization%20quantization%20quantization%20quantization%20quantization%20quantizationPUMA RSS feed for /tag/quantization%20quantization%20quantization%20quantization%20quantization%20quantization2026-04-03T21:43:23+02:00https://puma.ub.uni-stuttgart.de/bibtex/20f60983a15955478092676950ebc085f/felixwiewelfelixwiewel2021-11-15T10:37:38+01:00deep efficient energy hardware implementation myown network neural quantization <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Raphael Nägele" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/0"><span itemprop="name">R. Nägele</span></a></span>, </span><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Felix Wiewel" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/1"><span itemprop="name">F. Wiewel</span></a></span>, </span><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sebastian Kelz" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/2"><span itemprop="name">S. Kelz</span></a></span>, </span><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Manuel Wittlinger" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/3"><span itemprop="name">M. Wittlinger</span></a></span>, </span><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Manfred Berroth" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/4"><span itemprop="name">M. Berroth</span></a></span>, </span><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bin Yang" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/5"><span itemprop="name">B. Yang</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Markus Grözing" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/159b6e153a9af501a7f73b8203e663b0d/author/6"><span itemprop="name">M. Grözing</span></a></span></span>. </span>(<em><span>2021<meta content="2021" itemprop="datePublished"/></span></em>)<a href="https://puma.ub.uni-stuttgart.de/bibtex/20f60983a15955478092676950ebc085f/felixwiewel"><i>Charge Based Mixed-Signal Multiply-Accumulate Circuit for Energy Efficient In-Memory Computing.</i></a><em><span itemprop="name">2021 Kleinheubach Conference</span>, </em><em>Seite <span itemprop="pagination">1-4</span>. </em> [<a href="https://puma.ub.uni-stuttgart.de/">PUMA</a>: <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/deep">deep</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/efficient">efficient</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/energy">energy</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/hardware">hardware</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/implementation">implementation</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/myown">myown</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/network">network</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/neural">neural</a> <a href="https://puma.ub.uni-stuttgart.de/user/felixwiewel/quantization">quantization</a>]https://puma.ub.uni-stuttgart.de/bibtex/2062e3a09a2b460e0fcc4b8ad3c8a9875/thomasrichterthomasrichter2016-03-10T09:18:49+01:00myown quantization <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thomas Richter" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/15749c603f43f68dfbc74022088ffb6a1/author/0"><span itemprop="name">T. Richter</span></a></span></span>. </span>(<em><span>September 2011<meta content="September 2011" itemprop="datePublished"/></span></em>)<a href="https://puma.ub.uni-stuttgart.de/bibtex/2062e3a09a2b460e0fcc4b8ad3c8a9875/thomasrichter"><i>EEM quantization revisited: asymptotic optimality for variable rate coding.</i></a><em><span itemprop="name">Applications of Digital Image Processing XXXIV</span>, </em><em><span itemprop="publisher">SPIE</span>, </em> [<a href="https://puma.ub.uni-stuttgart.de/">PUMA</a>: <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/myown">myown</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/quantization">quantization</a>] <a href="http://spie.org/Publications/Proceedings/Paper/10.1117/12.890513">URL</a>https://puma.ub.uni-stuttgart.de/bibtex/2aff6f09c8d42df4861ce6c90540d2ba8/thomasrichterthomasrichter2016-03-10T09:18:49+01:00JPEG Optimal Quantization Quantization, Rate-Distortion XR!!, <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thomas Richter" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/195c1969b1a1b6bdc1d7a31ca7c6eecc1/author/0"><span itemprop="name">T. Richter</span></a></span></span>. </span>(<em><span>März 2011<meta content="März 2011" itemprop="datePublished"/></span></em>)<a href="https://puma.ub.uni-stuttgart.de/bibtex/2aff6f09c8d42df4861ce6c90540d2ba8/thomasrichter"><i>Deadzone Based Rate Allocation for JPEG XR.</i></a><em><span itemprop="name">Data Compression Conference (DCC), 2011</span>, </em><em>Seite <span itemprop="pagination">474</span>. </em><em>Snowbird, UT, </em><em><span itemprop="publisher">IEEE</span>, </em> [<a href="https://puma.ub.uni-stuttgart.de/">PUMA</a>: <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/JPEG">JPEG</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/Optimal">Optimal</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/Quantization">Quantization</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/Quantization,">Quantization,</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/Rate-Distortion">Rate-Distortion</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/XR!!,">XR!!,</a>] <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5749531">URL</a>https://puma.ub.uni-stuttgart.de/bibtex/2129ef12bf4cd76de2771395baf389fb4/thomasrichterthomasrichter2016-03-10T09:18:49+01:00(signal);trellis coded codes;bitplane coding;Image coding;codebook coding;embedded coding;progressive coding;residual compression;Decoding;Distortion distortion measurement;Image performance;scalar quantisation quantization quantization;Bit quantization;universal quantizer;trellis rate;Data reconstruction;Quantization;Rate refinable theory;Rate-distortion;Transform training;rate trellis <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Steger" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/135306931e0653b50d572d8534660dde9/author/0"><span itemprop="name">S. Steger</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Richter" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/135306931e0653b50d572d8534660dde9/author/1"><span itemprop="name">T. Richter</span></a></span></span>. </span>(<em><span>März 2009<meta content="März 2009" itemprop="datePublished"/></span></em>)<a href="https://puma.ub.uni-stuttgart.de/bibtex/2129ef12bf4cd76de2771395baf389fb4/thomasrichter"><i>Universal Refinable Trellis Coded Quantization.</i></a><em><span itemprop="name">Data Compression Conference, 2009. DCC &#039;09.</span>, </em><em>Seite <span itemprop="pagination">312-321</span>. </em> [<a href="https://puma.ub.uni-stuttgart.de/">PUMA</a>: <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/(signal);trellis">(signal);trellis</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/coded">coded</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/codes;bitplane">codes;bitplane</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/coding;Image">coding;Image</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/coding;codebook">coding;codebook</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/coding;embedded">coding;embedded</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/coding;progressive">coding;progressive</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/coding;residual">coding;residual</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/compression;Decoding;Distortion">compression;Decoding;Distortion</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/distortion">distortion</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/measurement;Image">measurement;Image</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/performance;scalar">performance;scalar</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/quantisation">quantisation</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/quantization">quantization</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/quantization;Bit">quantization;Bit</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/quantization;universal">quantization;universal</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/quantizer;trellis">quantizer;trellis</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/rate;Data">rate;Data</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/reconstruction;Quantization;Rate">reconstruction;Quantization;Rate</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/refinable">refinable</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/theory;Rate-distortion;Transform">theory;Rate-distortion;Transform</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/training;rate">training;rate</a> <a href="https://puma.ub.uni-stuttgart.de/user/thomasrichter/trellis">trellis</a>] <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4976475">URL</a>https://puma.ub.uni-stuttgart.de/bibtex/2129ef12bf4cd76de2771395baf389fb4/rainerreichelrainerreichel2016-03-03T17:45:04+01:00(signal);trellis coded codes;bitplane coding;Image coding;codebook coding;embedded coding;progressive coding;residual compression;Decoding;Distortion distortion measurement;Image performance;scalar quantisation quantization quantization;Bit quantization;universal quantizer;trellis rate;Data reconstruction;Quantization;Rate refinable theory;Rate-distortion;Transform training;rate trellis <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Steger" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/135306931e0653b50d572d8534660dde9/author/0"><span itemprop="name">S. Steger</span></a></span>, </span> und <span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Richter" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/135306931e0653b50d572d8534660dde9/author/1"><span itemprop="name">T. Richter</span></a></span></span>. </span>(<em><span>März 2009<meta content="März 2009" itemprop="datePublished"/></span></em>)<a href="https://puma.ub.uni-stuttgart.de/bibtex/2129ef12bf4cd76de2771395baf389fb4/rainerreichel"><i>Universal Refinable Trellis Coded Quantization.</i></a><em><span itemprop="name">Data Compression Conference, 2009. DCC &#039;09.</span>, </em><em>Seite <span itemprop="pagination">312-321</span>. </em> [<a href="https://puma.ub.uni-stuttgart.de/">PUMA</a>: <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/(signal);trellis">(signal);trellis</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/coded">coded</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/codes;bitplane">codes;bitplane</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/coding;Image">coding;Image</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/coding;codebook">coding;codebook</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/coding;embedded">coding;embedded</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/coding;progressive">coding;progressive</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/coding;residual">coding;residual</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/compression;Decoding;Distortion">compression;Decoding;Distortion</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/distortion">distortion</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/measurement;Image">measurement;Image</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/performance;scalar">performance;scalar</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/quantisation">quantisation</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/quantization">quantization</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/quantization;Bit">quantization;Bit</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/quantization;universal">quantization;universal</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/quantizer;trellis">quantizer;trellis</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/rate;Data">rate;Data</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/reconstruction;Quantization;Rate">reconstruction;Quantization;Rate</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/refinable">refinable</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/theory;Rate-distortion;Transform">theory;Rate-distortion;Transform</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/training;rate">training;rate</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/trellis">trellis</a>] <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4976475">URL</a>https://puma.ub.uni-stuttgart.de/bibtex/2aff6f09c8d42df4861ce6c90540d2ba8/rainerreichelrainerreichel2016-03-03T17:45:04+01:00JPEG Optimal Quantization Quantization, Rate-Distortion XR!!, <span data-person-type="author" class="authorEditorList "><span><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thomas Richter" itemprop="url" href="https://puma.ub.uni-stuttgart.de/person/195c1969b1a1b6bdc1d7a31ca7c6eecc1/author/0"><span itemprop="name">T. Richter</span></a></span></span>. </span>(<em><span>März 2011<meta content="März 2011" itemprop="datePublished"/></span></em>)<a href="https://puma.ub.uni-stuttgart.de/bibtex/2aff6f09c8d42df4861ce6c90540d2ba8/rainerreichel"><i>Deadzone Based Rate Allocation for JPEG XR.</i></a><em><span itemprop="name">Data Compression Conference (DCC), 2011</span>, </em><em>Seite <span itemprop="pagination">474</span>. </em><em>Snowbird, UT, </em><em><span itemprop="publisher">IEEE</span>, </em> [<a href="https://puma.ub.uni-stuttgart.de/">PUMA</a>: <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/JPEG">JPEG</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/Optimal">Optimal</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/Quantization">Quantization</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/Quantization,">Quantization,</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/Rate-Distortion">Rate-Distortion</a> <a href="https://puma.ub.uni-stuttgart.de/user/rainerreichel/XR!!,">XR!!,</a>] <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5749531">URL</a>