Works (6)

Updated: July 5th, 2023 15:34

2022 journal article

General Reuse-Centric CNN Accelerator

IEEE TRANSACTIONS ON COMPUTERS, 71(4), 880–891.

By: N. Cicek*, L. Ning, O. Ozturk* & X. Shen n

author keywords: Neurons; Hardware; Convolution; Engines; Software; Acceleration; IEEE Senior Members; CNN; reuse-centric; accelerator
Sources: Web Of Science, ORCID
Added: March 11, 2022

2021 article

Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with One Stone

2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), pp. 1078–1083.

By: H. Guan*, U. Chaudhary*, Y. Xu n, L. Ning, L. Zhang* & X. Shen n

author keywords: recurrent neural networks; data compression; context free grammar; tokenization
Sources: Web Of Science, ORCID
Added: May 2, 2022

2019 article

Adaptive Deep Reuse: Accelerating CNN Training on the Fly

2019 IEEE 35TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2019), pp. 1538–1549.

By: L. Ning n, H. Guan n & X. Shen n

author keywords: CNN; neuron vector; similarity; training; adaptive; deep reuse
Sources: Web Of Science, ORCID
Added: August 19, 2019

2018 journal article

LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine

NEURAL NETWORKS, 108, 399–410.

By: L. Ning n, R. Pittman n & X. Shen n

author keywords: RBM; Contrastive Divergence; Acceleration
MeSH headings : Algorithms; Databases, Factual; Deep Learning / trends; Machine Learning / trends; Neural Networks, Computer; Time Factors
Sources: Web Of Science, ORCID
Added: December 3, 2018

2017 conference paper

Generalizations of the theory and deployment of triangular inequality for compiler-based strength reduction

ACM SIGPLAN Notices, 52(6), 33–48.

By: Y. Ding n, L. Ning n, H. Guan n & X. Shen n

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2017 article

LCD: A Fast Contrastive Divergence Based Algorithm for Restricted Boltzmann Machine

2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), pp. 1015–1020.

By: L. Ning n, R. Pittman n & X. Shen n

Sources: Web Of Science, ORCID
Added: August 6, 2018