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A Novel FPGA Accelerator Design for Real-Time and Ultra-Low Power Deep Convolutional Neural Networks Compared With Titan X GPU.

, , , , and . IEEE Access, (2020)

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Highly-efficient parallel convolution acceleration by using multiple GPUs., , , , and . ISOCC, page 300-301. IEEE, (2017)An Integrity Checking Framework for AXI Protocol in Multi-tenant FPGA., , , and . FPGA, page 155. ACM, (2022)A Cautionary Note on Building Multi-tenant Cloud-FPGA as a Secure Infrastructure., , , and . FPT, page 1-6. IEEE, (2022)SGX-FPGA: Trusted Execution Environment for CPU-FPGA Heterogeneous Architecture., , , and . DAC, page 301-306. IEEE, (2021)DeepStrike: Remotely-Guided Fault Injection Attacks on DNN Accelerator in Cloud-FPGA., , , and . DAC, page 295-300. IEEE, (2021)Implementation of deep learning neural network for real-time object recognition in OpenCL framework., , , , and . ISOCC, page 298-299. IEEE, (2017)Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA., , , and . CoRR, (2020)NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 42614-42624. PMLR, (2023)AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization., , , , , , , , and . MICRO, page 628-640. ACM, (2023)RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference., , , , , , , , , and 4 other author(s). CoRR, (2023)