Andre Xian Ming Chang

PhD, Micron

Joined

October 2016

Names

Andre Xian Ming Chang (Preferred)

Emails

****@purdue.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@micron.com (Confirmed)

Personal Links

Career & Education History

PhD

Micron (micron.com)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Eugenio Culurciello

2014 – 2019

Expertise

NAS

,

Deep learning

,

Compiler

,

RL

,

FPGA

2014 – Present

Publications

Reinforcement Learning Approach for Mapping Applications to Dataflow-Based Coarse-Grained Reconfigurable Array
Andre Xian Ming Chang, Parth Khopkar, Bashar Romanous, Abhishek Chaurasia, Patrick Estep, Skyler Windh, Doug Vanesko, Sheik Dawood, Eugenio Culurciello
- 25 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep neural networks compiler for a trace-based accelerator
Andre Xian Ming Chang, Aliasger Zaidy, Marko Vitez, Lukasz Burzawa, Eugenio Culurciello
- 2020 (modified: 04 Oct 2020)
- J. Syst. Archit. 2020
- Readers: Everyone
Deep neural networks compiler for a trace-based accelerator (short WIP paper)
Andre Xian Ming Chang, Aliasger Zaidy, Lukasz Burzawa, Eugenio Culurciello
- 2018 (modified: 06 Nov 2022)
- LCTES 2018
- Readers: Everyone
Snowflake: A Model Agnostic Accelerator for Deep Convolutional Neural Networks
Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello
- 2017 (modified: 06 Nov 2022)
- CoRR 2017
- Readers: Everyone
Hardware accelerators for recurrent neural networks on FPGA
Andre Xian Ming Chang, Eugenio Culurciello
- 2017 (modified: 06 Nov 2022)
- ISCAS 2017
- Readers: Everyone
Snowflake: An efficient hardware accelerator for convolutional neural networks
Vinayak Gokhale, Aliasger Zaidy, Andre Xian Ming Chang, Eugenio Culurciello
- 2017 (modified: 06 Nov 2022)
- ISCAS 2017
- Readers: Everyone
Compiling Deep Learning Models for Custom Hardware Accelerators
Andre Xian Ming Chang, Aliasger Zaidy, Vinayak Gokhale, Eugenio Culurciello
- 2017 (modified: 06 Nov 2022)
- CoRR 2017
- Readers: Everyone
Recurrent Neural Networks Hardware Implementation on FPGA
Andre Xian Ming Chang, Berin Martini, Eugenio Culurciello
- 2015 (modified: 06 Nov 2022)
- CoRR 2015
- Readers: Everyone

Co-Authors