*[In-Place Zero-Space Memory Protection for CNN](https://arxiv.org/abs/1910.14479)*,<br>
In Conference on Neural Information Processing Systems (NeurIPS), 2019.<br>
arXiv:1910.14479, 2019<br>
[code](https://github.com/guanh01/wot)
- Maxim Zemlyanikin, Alexander Smorkalov, Tatiana Khanova, Anna Petrovicheva, Grigory Serebryakov.<br>
- Maxim Zemlyanikin, Alexander Smorkalov, Tatiana Khanova, Anna Petrovicheva, Grigory Serebryakov.<br>
*[512KiB RAM Is Enough! Live Camera Face Recognition DNN on MCU](http://openaccess.thecvf.com/content_ICCVW_2019/html/LPCV/Zemlyanikin_512KiB_RAM_Is_Enough_Live_Camera_Face_Recognition_DNN_on_ICCVW_2019_paper.html)*,<br>
*[512KiB RAM Is Enough! Live Camera Face Recognition DNN on MCU](http://openaccess.thecvf.com/content_ICCVW_2019/html/LPCV/Zemlyanikin_512KiB_RAM_Is_Enough_Live_Camera_Face_Recognition_DNN_on_ICCVW_2019_paper.html)*,<br>
In IEEE International Conference on Computer Vision (ICCV), 2019.
In IEEE International Conference on Computer Vision (ICCV), 2019.
- Ahmed T. Elthakeb, Prannoy Pilligundla, Hadi Esmaeilzadeh.<br>
- Ahmed T. Elthakeb, Prannoy Pilligundla, Hadi Esmaeilzadeh.<br>
*[SinReQ: Generalized Sinusoidal Regularization for Low-Bitwidth Deep Quantized Training](https://arxiv.org/abs/1905.01416),*<br>
*[SinReQ: Generalized Sinusoidal Regularization for Low-Bitwidth Deep Quantized Training](https://arxiv.org/abs/1905.01416),*<br>
arXiv:1905.01416, 2019.
arXiv:1905.01416, 2019.
[code](https://github.com/sinreq/sinreq_code)
- Goncharenko A., Denisov A., Alyamkin S., Terentev E.<br>
- Goncharenko A., Denisov A., Alyamkin S., Terentev E.<br>
*[Trainable Thresholds for Neural Network Quantization](https://rd.springer.com/chapter/10.1007/978-3-030-20518-8_26),*<br>
*[Trainable Thresholds for Neural Network Quantization](https://rd.springer.com/chapter/10.1007/978-3-030-20518-8_26),*<br>
In: Rojas I., Joya G., Catala A. (eds) Advances in Computational Intelligence Lecture Notes in Computer Science, vol 11507. Springer, Cham. International Work-Conference on Artificial Neural Networks (IWANN 2019).
In: Rojas I., Joya G., Catala A. (eds) Advances in Computational Intelligence Lecture Notes in Computer Science, vol 11507. Springer, Cham. International Work-Conference on Artificial Neural Networks (IWANN 2019).