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Communication-aware Mapping of Stream Graphs for Multi-GPU Platforms File File

Thesis Issue Date2016-02 View30

Compiler/Accelerator Co-Design Method for Binarzied Neural Networks File File

Thesis Issue Date2023-02 View20

Efficient FPGA Acceleration of Convolutional Deep Neural Networks File File

Thesis Issue Date2016-08 View32

Efficient Mitigation Methods of Nonidealities in ReRAM-based Deep Neural Network Accelerators File

Thesis Issue Date2024-08 View33

Efficient Sneak Path-aware Training of Binarized Neural Networks for RRAM Crossbar Arrays File File

Thesis Issue Date2019-08 View59

EVALUATOR-EXECUTOR TRANSFORAMTION FOR EFFICIENT CONDITIONAL STATEMENTS ON CGRA File File

Jeong, Yeonghun

Thesis Issue Date2013-08 View25

Free Parameter Tuning for solving non-idealities of ReRAM Crossbar Array File File

Thesis Issue Date2021-02 View53

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

Thesis Issue Date2022-08 View28

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

Thesis Issue Date2023-02 View19

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

Thesis Issue Date2021-02 View42

Low-Precision Accumulators in Deep Neural Network Accelerators File File

Thesis Issue Date2022-08 View45

NP-CGRA File File

Thesis Issue Date2021-02 View24

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

Thesis Issue Date2024-02 View57

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

Thesis Issue Date2024-02 View53

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

Thesis Issue Date2018-08 View23

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

Thesis Issue Date2013-02 View36

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

Thesis Issue Date2020-08 View39

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

Thesis Issue Date2014-02 View55

Sign-Magnitude Stochastic Computing File File

Aidyn Zhakatayev

Thesis Issue Date2018-08 View17

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