Showing 1–20 of 72 results
/ Date/ Name
Nov 19, 2019DARB: A Density-Aware Regular-Block Pruning for Deep Neural NetworksDec 31, 2018ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of MultipliersFeb 2, 2018Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP ProblemsMay 10, 2018Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic ComputingNov 18, 2016SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic ComputingFeb 3, 2018An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic ComputingMar 1, 2024Trustworthy Self-Attention: Enabling the Network to Focus Only on the Most Relevant ReferencesJun 16, 2021Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AIJul 22, 2019A Stochastic-Computing based Deep Learning Framework using Adiabatic Quantum-Flux-Parametron SuperconductingTechnologyOct 10, 2017Deep Reinforcement Learning: Framework, Applications, and Embedded ImplementationsJan 14, 2026$D^2Prune$: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution AwarenessFeb 2, 2018VIBNN: Hardware Acceleration of Bayesian Neural NetworksMar 28, 2018Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICsJan 11, 2024YOIO: You Only Iterate Once by mining and fusing multiple necessary global information in the optical flow estimationOct 2, 2019WLAN Indoor Intrusion Detection Based on Deep Signal Feature Fusion and Minimized-MKMMD Transfer LearningApr 16, 2021CSAFL: A Clustered Semi-Asynchronous Federated Learning FrameworkApr 15, 2021FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous SystemsMar 12, 2017Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural NetworksNov 29, 2018Evidence of Interfacial Topological Superconductivity on the Topological Semimetal Tungsten Carbide Induced by Metal DepositionDec 24, 2021Visualizing Atomically-Layered Magnetism in CrSBr