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Filtering by: Advisor Kong, Xiangnan Contributor Guo, Tian Publisher Worcester Polytechnic Institute Resource type Dissertation

Sparse Learning in Brain Networks and Brain-like Artificial Intelligence

Keyword:

sparse modeling, spiking neural network, gaussian mixture model, spatio-temporal data, graphical lasso, and spike train

Creator:

Yin, Hang

Advisor:

Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-21

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Redesigning Deep Neural Networks for Resource-Efficient Inference

Keyword:

Deep Learning, Neural Network, Efficient Inference, and Mobile Inference

Creator:

Dai, Xin

Advisor:

Guo, Tian and Kong, Xiangnan

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-01-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science