Toward efficient deep learning with sparse neural networks

<p>Despite the tremendous success that deep learning has achieved in recent years, it remains challenging to deal with the excessive computational and memory cost involved in executing deep learning based applications. To address the challenge, this thesis focuses on studying sparse neural net...