Kevin Siu

According to our database, Kevin Siu authored at least 9 papers between 2002 and 2019.

Collaborative distances:

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

2019

Accelerating Image-Sensor-Based Deep Learning Applications.

Mostafa Mahmoud, Dylan Malone Stuart, Zissis Poulos, Alberto Delmas Lascorz, Patrick Judd, Sayeh Sharify, Milos Nikolic, Kevin Siu, Isak Edo Vivancos, Jorge Albericio, Andreas Moshovos

IEEE Micro, 2019

ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning.

Alberto Delmas Lascorz, Sayeh Sharify, Isak Edo Vivancos, Dylan Malone Stuart, Omar Mohamed Awad, Patrick Judd, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Zissis Poulos, Andreas Moshovos

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Laconic deep learning inference acceleration.

Sayeh Sharify, Alberto Delmas Lascorz, Mostafa Mahmoud, Milos Nikolic, Kevin Siu, Dylan Malone Stuart, Zissis Poulos, Andreas Moshovos

Proceedings of the 46th International Symposium on Computer Architecture, 2019

Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks.

Alberto Delmas Lascorz, Patrick Judd, Dylan Malone Stuart, Zissis Poulos, Mostafa Mahmoud, Sayeh Sharify, Milos Nikolic, Kevin Siu, Andreas Moshovos

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning.

Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas, Sayeh Sharify, Mostafa Mahmoud, Tayler H. Hetherington, Milos Nikolic, Dylan Malone Stuart, Kevin Siu, Zissis Poulos, Tor M. Aamodt, Natalie D. Enright Jerger

Proceedings of the 16th IEEE International New Circuits and Systems Conference, 2018

Diffy: a Déjà vu-Free Differential Deep Neural Network Accelerator.

Mostafa Mahmoud, Kevin Siu, Andreas Moshovos

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Memory Requirements for Convolutional Neural Network Hardware Accelerators.

Kevin Siu, Dylan Malone Stuart, Mostafa Mahmoud, Andreas Moshovos

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

Loom: exploiting weight and activation precisions to accelerate convolutional neural networks.

Sayeh Sharify, Alberto Delmas Lascorz, Kevin Siu, Patrick Judd, Andreas Moshovos

Proceedings of the 55th Annual Design Automation Conference, 2018

2002

Difficulties of T1 brain MRI segmentation techniques.

M. Stella Atkins, Kevin Siu, Benjamin Law, Jeffery J. Orchard, Wilfred L. Rosenbaum

Proceedings of the Medical Imaging 2002: Image Processing, 2002