2015 - now - Strukov's group

Created over 5 years ago, updated 5 months ago

ID27319

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## extensive text +++ may 2015, Nature [Training and operation of an integrated neuromorphic network based on metal-oxide memristors](https://web.ece.ucsb.edu/~strukov/papers/2015/Nature2015.pdf) M. Prezioso


## 2019 +++ [3D-aCortex: An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories](https://arxiv.org/abs/1908.02472) Mohammad Bavandpour


**see the comparison with TPU**


![pp](https://knowen-production.s3.amazonaws.com/uploads/attachment/file/5282/3d-acortex.PNG 'pp')


## F. Merrikh Bayat


- 2014 ++++ [**Redesigning Commercial Floating-Gate Memory** for Analog Computing Applications](https://arxiv.org/abs/1410.4781) F. Merrikh Bayat

- [Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and **Coping with Imperfect Hardware Components**](https://arxiv.org/ftp/arxiv/papers/1611/1611.04465.pdf) F. Merrikh Bayat

2018 ++++  [High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays](https://web.ece.ucsb.edu/~strukov/papers/2018/tnnls2018.pdf) Farnood Merrikh-Bayat

- [Model-Based **High-Precision Tuning of NOR Flash** Memory Cells for Analog Computing Applications](https://arxiv.org/ftp/arxiv/papers/1410/1410.4781.pdf) F. Merrikh Bayat


## NeuroOptimization



https://web.ece.ucsb.edu/~strukov/model/PRIME20.pdf

2019 [Versatile stochastic dot product circuits based on nonvolatile memories for high performance neurocomputing and neurooptimization](https://www.nature.com/articles/s41467-019-13103-7)
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