Accelerating Machine Learning with Non-Volatile Memory: exploring device and circuit tradeoffs
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Institute of Electrical and Electronics Engineers2012
Emerging Non-Volatile Memories (eNVMs) such as Phase-Change RAMs (PCRAMs) or Oxide-based Resistive RAMs (OxRRAMs) are promising candidates to replace Flash and Static Random Access Memories in many applications. This paper introduces a novel set of buildin ...
Institute of Electrical and Electronics Engineers2013
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Research on artificial neural networks (ANNs) has been carried out for more than five decades. A renewed interest appeared in the 80's with the finding of powerful models like J. Hopfield's recurrent networks, T. Kohonen's self-organizing feature maps, and ...
The present work analyzes the impact of ferroelectric materials like PZT when integrated in a standard 0.5µm CMOS process in order to realize nonvolatile memories. The project has been initiated conjointly by the Swiss Federal Institute of Technology of La ...
