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Hardware-Friendly Compression Methods for Low-Cost Deep Neural Networks File File

Thesis Issue Date2022-08 View50

Improving Binarized MobileNet by Searching Group Parameters and Inter-Block Skip Connections File File

Thesis Issue Date2023-02 View31

Low-Cost Deep Convolutional Neural Network Acceleration with Stochastic Computing and Quantization File File

Thesis Issue Date2021-02 View60

Low-Precision Accumulators in Deep Neural Network Accelerators File File

Thesis Issue Date2022-08 View60

NP-CGRA File File

Thesis Issue Date2021-02 View36

PyAIM: pynq-based scalable analog in-memory computing prototyping platform File File

Thesis Issue Date2024-02 View61

Real hardware-based RRAM error compensation and characterization for deep learning acceleration File

Thesis Issue Date2024-02 View67

RECONFIGURABLE SIMD MULTIPLY-AND-ACCUMULATOR AND EFFICIENT ON-CHIP TRAINING OF DEEP NEURAL NETWORKS File File

Thesis Issue Date2018-08 View32

RUNTIME AND INSTALL-TIME BINARY TRANSLATION FOR RECONFIGURABLE ACCELERATORS File File

Thesis Issue Date2013-02 View46

Scalable Accelerator for Nonuniform Multi-Word Log-Quantized Neural Network File File

Thesis Issue Date2020-08 View60

SCALING KERNEL SPEEDUP TO APPLICATION-LEVEL PERFORMANCE WITH CGRAS File File

Thesis Issue Date2014-02 View67

Sign-Magnitude Stochastic Computing File File

Aidyn Zhakatayev

Thesis Issue Date2018-08 View24

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