Huai Shuo

Appointment: PhD Student

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1 to 10 of 42 Results

Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration Mar 30, 2023 Huai, Shuo; Liu, Weichen, 2023, "Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration", https://doi.org/10.21979/N9/OVGZZ1, DR-NTU (Data), V1 Codes for "Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration"
quantize.py Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration Python Source Code - 71.6 KB - MD5: fb1def223697880e308ae2776ac0c452
resnet.py Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration Python Source Code - 5.1 KB - MD5: 51fc7dd8ee30923e3896fa6030719a27
train_cifar.py Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration Python Source Code - 18.0 KB - MD5: ed60c86e2d73e2290f6d1260da182a10
variation_calculation.py Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration Python Source Code - 4.9 KB - MD5: fa30542bbd47bee9cefb75fd2cc47fb8
vgg.py Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration Python Source Code - 1.9 KB - MD5: 298b5cf8fe2b33b52c03ec04bdaba946
ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems Mar 7, 2022 Shuo, Huai; Liu, Weichen, 2022, "ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems", https://doi.org/10.21979/N9/IRNJ4I, DR-NTU (Data), V1, UNF:6:+jmG0vdNb5kvT4IJ3OJAeA== [fileUNF] Codes and data for "ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems"
channel_selection.py Mar 7, 2022 - ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems Python Source Code - 1.5 KB - MD5: 0a89db6063b85d2cdaba1bdb34a959df
channel_selection.py Mar 7, 2022 - ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems Python Source Code - 1.7 KB - MD5: 8ad6f4d8ebf4db9b25fd5291f1eb8482
densenet.py Mar 7, 2022 - ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems Python Source Code - 5.3 KB - MD5: 71f48de0859445f7c011c9fb19ad64fe

Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

Mar 30, 2023

Huai, Shuo; Liu, Weichen, 2023, "Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration", https://doi.org/10.21979/N9/OVGZZ1, DR-NTU (Data), V1

Codes for "Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration"

quantize.py

Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

Python Source Code - 71.6 KB -

resnet.py

Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

Python Source Code - 5.1 KB -

train_cifar.py

Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

Python Source Code - 18.0 KB -

variation_calculation.py

Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

Python Source Code - 4.9 KB -

vgg.py

Mar 30, 2023 - Replication Data for: Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient In-Memory Acceleration

Python Source Code - 1.9 KB -

ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems

Mar 7, 2022

Shuo, Huai; Liu, Weichen, 2022, "ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems", https://doi.org/10.21979/N9/IRNJ4I, DR-NTU (Data), V1, UNF:6:+jmG0vdNb5kvT4IJ3OJAeA== [fileUNF]

Codes and data for "ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems"

channel_selection.py

Mar 7, 2022 - ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems

Python Source Code - 1.5 KB -

channel_selection.py

Mar 7, 2022 - ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems

Python Source Code - 1.7 KB -

densenet.py

Mar 7, 2022 - ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems

Python Source Code - 5.3 KB -

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