Showing 1–20 of 57 results
/ Date/ Name
May 12, 2020ChewBaccaNN: A Flexible 223 TOPS/W BNN AcceleratorFeb 22, 2021Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain--Machine InterfacesSep 26, 2016Deep Structured Features for Semantic SegmentationNov 9, 2016Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural NetworksSep 28, 2017Efficient Convolutional Neural Network For Audio Event DetectionNov 8, 2017Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOSFeb 25, 2025The Art of Beating the Odds with Predictor-Guided Random Design Space ExplorationMay 15, 2025AC-LoRA: (Almost) Training-Free Access Control-Aware Multi-Modal LLMsMay 24, 2019Additive Noise Annealing and Approximation Properties of Quantized Neural NetworksNov 3, 2020CUTIE: Beyond PetaOp/s/W Ternary DNN Inference Acceleration with Better-than-Binary Energy EfficiencyDec 10, 2019HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR DataFeb 14, 2022Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inferenceMay 8, 2023Flex-SFU: Accelerating DNN Activation Functions by Non-Uniform Piecewise ApproximationJul 16, 2024Ascend-CC: Confidential Computing on Heterogeneous NPU for Emerging Generative AI WorkloadsMar 5, 2018Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference EngineNov 16, 2023Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix MultiplicationJul 24, 2025Explicit Sign-Magnitude Encoders Enable Power-Efficient MultipliersJul 2, 2025Deep Recommender Models Inference: Automatic Asymmetric Data Flow OptimizationAug 15, 2018CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video StreamsJan 10, 2022Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks