Mark Horton

According to our database, Mark Horton authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency.

Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen

CoRR, 2024

2023

DefT: Boosting Scalability of Deformable Convolution Operations on GPUs.

Edward Hanson, Mark Horton, Hai (Helen) Li, Yiran Chen

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2021

A Flexible Multichannel EEG Artifact Identification Processor using Depthwise-Separable Convolutional Neural Networks.

Mohit Khatwani, Hasib-Al Rashid, Hirenkumar Paneliya, Mark Horton, Nicholas R. Waytowich, W. David Hairston, Tinoosh Mohsenin

ACM J. Emerg. Technol. Comput. Syst., 2021

2019

On the use of Deep Autoencoders for Efficient Embedded Reinforcement Learning.

Bharat Prakash, Mark Horton, Nicholas R. Waytowich, William David Hairston, Tim Oates, Tinoosh Mohsenin

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers.

Morteza Hosseini, Mark Horton, Hiren Paneliya, Uttej Kallakuri, Houman Homayoun, Tinoosh Mohsenin

Proceedings of the 56th Annual Design Automation Conference 2019, 2019