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Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2021-05-20 View15
Fast and scalable in-memory deep multitask learning via neural weight virtualization File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2020-06-17 View10
Intermittent learning: On-device machine learning on intermittently powered system File

Lee, Seulki , Islam, Bashima , Luo, Yubo , Nirjon, Shahriar

Article Issue Date2019-12 View20
Knowledge transfer between embedded controllers File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2018-06-18 View32
Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2020-11-16 View14
Neuro.ZERO: A zero-energy neural network accelerator for embedded sensing and inference systems File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2019-11-11 View13
On-device training from sensor data on batteryless platforms File

Islam, Bahsima , Luo, Yubo , Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2019-04-16 View9
SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training File

Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2020-04-21 View7
Time-Aware Deep Intelligence on Batteryless Systems

Islam, Bashima , Lee, Seulki , Nirjon, Shahriar

Conference Paper Issue Date2019-04-16 View10
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