Design of Reliable DNN Accelerator with Un-reliable ReRAM
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[1] Saibal Mukhopadhyay,et al. ReRAM-Based Processing-in-Memory Architecture for Recurrent Neural Network Acceleration , 2018, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.
[2] Mihai Surdeanu,et al. The Stanford CoreNLP Natural Language Processing Toolkit , 2014, ACL.
[3] Yongqiang Lyu,et al. SNrram: an efficient sparse neural network computation architecture based on resistive random-access memory , 2018, DAC.
[4] Meng-Fan Chang,et al. A 65nm 1Mb nonvolatile computing-in-memory ReRAM macro with sub-16ns multiply-and-accumulate for binary DNN AI edge processors , 2018, 2018 IEEE International Solid - State Circuits Conference - (ISSCC).
[5] Saibal Mukhopadhyay,et al. Speeding up Convolutional Neural Network Training with Dynamic Precision Scaling and Flexible Multiplier-Accumulator , 2016, ISLPED.
[6] Y. Wu,et al. Variation-aware, reliability-emphasized design and optimization of RRAM using SPICE model , 2015, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE).
[7] Miao Hu,et al. ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars , 2016, 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA).
[8] Jia Wang,et al. DaDianNao: A Machine-Learning Supercomputer , 2014, 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture.
[9] Demis Hassabis,et al. Artificial Intelligence: Chess match of the century , 2017, Nature.
[10] Yoshua Bengio,et al. Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.
[11] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[12] Sudhakar Yalamanchili,et al. A Ferroelectric FET based Power-efficient Architecture for Data-intensive Computing , 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).
[13] David A. Patterson,et al. In-datacenter performance analysis of a tensor processing unit , 2017, 2017 ACM/IEEE 44th Annual International Symposium on Computer Architecture (ISCA).
[14] Geoffrey E. Hinton,et al. Speech recognition with deep recurrent neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[15] Meng-Fan Chang,et al. DL-RSIM: A Simulation Framework to Enable Reliable ReRAM-based Accelerators for Deep Learning , 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).