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AccPar: Tensor partitioning for heterogeneous deep learning accelerators." In Proceedings 2020 Ieee International Symposium on High Performance Computer Architecture, Hpca 2020, 342-355. 2020."
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 833-841. 2020."
Color image compression and encryption scheme based on compressive sensing and double random encryption strategy." Signal Processing 176 (2020)."
An effective image compression–encryption scheme based on compressive sensing (CS) and game of life (GOL)." Neural Computing and Applications 32, no. 17 (2020): 14113-14141."
An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata." Neural Computing and Applications 32, no. 9 (2020): 4961-4988."
An efficient visually meaningful image compression and encryption scheme based on compressive sensing and dynamic LSB embedding." Optics and Lasers in Engineering 124 (2020)."
Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks." Information Sciences 518 (2020): 361-375."
FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 19-25. Vol. 2020-January. 2020."
GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures." In Proceedings International Symposium on Computer Architecture, 433-445. Vol. 2020-May. 2020."
Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy." Signal Processing 171 (2020)."
Improving Multilevel Writes on Vertical 3D Cross-Point Resistive Memory." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems (2020)."
INOR—An Intelligent noise reduction method to defend against adversarial audio examples." Neurocomputing 401 (2020): 160-172."
Learning low-rank deep neural networks via singular vector orthogonality regularization and singular value sparsification." In Ieee Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2899-2908. Vol. 2020-June. 2020."
Lifetime Enhancement for RRAM-based Computing-In-Memory Engine Considering Aging and Thermal Effects." In Proceedings 2020 Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2020, 11-15. 2020."
Memristor-Based Design of Sparse Compact Convolutional Neural Network." Ieee Transactions on Network Science and Engineering 7, no. 3 (2020): 1431-1440."
Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms." Ieee Transactions on Network Science and Engineering (2020)."
A Pulse-width Modulation Neuron with Continuous Activation for Processing-In-Memory Engines." In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, Date 2020, 1426-1431. 2020."
Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm." Neurocomputing 380 (2020): 133-140."
ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM." In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, Date 2020, 1472-1477. 2020."
Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm." Neural Networks : the Official Journal of the International Neural Network Society 121 (2020): 140-147."
SPINBIS: Spintronics-based Bayesian inference system with stochastic computing." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 4 (2020): 789-802."
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 824-832. 2020."
Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates." Neural Networks : the Official Journal of the International Neural Network Society 128 (2020): 142-149."
Adaptive granularity encoding for energy-efficient non-volatile main memory." In Proceedings Design Automation Conference. 2019."