Jackson Melchert

According to our database, Jackson Melchert authored at least 18 papers between 2017 and 2024.

Collaborative distances:

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

2024

Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays.

Jackson Melchert, Yuchen Mei, Kalhan Koul, Qiaoyi Liu, Mark Horowitz, Priyanka Raina

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2024

Amber: A 16-nm System-on-Chip With a Coarse- Grained Reconfigurable Array for Flexible Acceleration of Dense Linear Algebra.

Kathleen Feng, Taeyoung Kong, Kalhan Koul, Jackson Melchert, Alex Carsello, Qiaoyi Liu, Gedeon Nyengele, Maxwell Strange, Keyi Zhang, Ankita Nayak, Jeff Setter, James Thomas, Kavya Sreedhar, Po-Han Chen, Nikhil Bhagdikar, Zachary Myers, Brandon D'Agostino, Pranil Joshi, Stephen Richardson, Christopher Torng, Mark Horowitz, Priyanka Raina

IEEE J. Solid State Circuits, March, 2024

Efficiently Synthesizing Lowest Cost Rewrite Rules for Instruction Selection.

Ross Daly, Caleb Donovick, Caleb Terrill, Jackson Melchert, Priyanka Raina, Clark W. Barrett, Pat Hanrahan

CoRR, 2024

Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications.

Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina

Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

Onyx: A Programmable Accelerator for Sparse Tensor Algebra.

Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina

Proceedings of the 36th IEEE Hot Chips Symposium, 2024

2023

AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers.

Kalhan Koul, Jackson Melchert, Kavya Sreedhar, Leonard Truong, Gedeon Nyengele, Keyi Zhang, Qiaoyi Liu, Jeff Setter, Po-Han Chen, Yuchen Mei, Maxwell Strange, Ross Daly, Caleb Donovick, Alex Carsello, Taeyoung Kong, Kathleen Feng, Dillon Huff, Ankita Nayak, Rajsekhar Setaluri, James Thomas, Nikhil Bhagdikar, David Durst, Zachary Myers, Nestan Tsiskaridze, Stephen Richardson, Rick Bahr, Kayvon Fatahalian, Pat Hanrahan, Clark W. Barrett, Mark Horowitz, Christopher Torng, Fredrik Kjolstad, Priyanka Raina

ACM Trans. Embed. Comput. Syst., March, 2023

PEak: A Single Source of Truth for Hardware Design and Verification.

Caleb Donovick, Ross Daly, Jackson Melchert, Lenny Truong, Priyanka Raina, Pat Hanrahan, Clark W. Barrett

CoRR, 2023

Canal: A Flexible Interconnect Generator for Coarse-Grained Reconfigurable Arrays.

Jackson Melchert, Keyi Zhang, Yuchen Mei, Mark Horowitz, Christopher Torng, Priyanka Raina

IEEE Comput. Archit. Lett., 2023

APEX: A Framework for Automated Processing Element Design Space Exploration using Frequent Subgraph Analysis.

Jackson Melchert, Kathleen Feng, Caleb Donovick, Ross Daly, Ritvik Sharma, Clark W. Barrett, Mark A. Horowitz, Pat Hanrahan, Priyanka Raina

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

2022

Amber: A 367 GOPS, 538 GOPS/W 16nm SoC with a Coarse-Grained Reconfigurable Array for Flexible Acceleration of Dense Linear Algebra.

Alex Carsello, Kathleen Feng, Taeyoung Kong, Kalhan Koul, Qiaoyi Liu, Jackson Melchert, Gedeon Nyengele, Maxwell Strange, Keyi Zhang, Ankita Nayak, Jeff Setter, James Thomas, Kavya Sreedhar, Po-Han Chen, Nikhil Bhagdikar, Zachary Myers, Brandon D'Agostino, Pranil Joshi, Stephen Richardson, Rick Bahr, Christopher Torng, Mark Horowitz, Priyanka Raina

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Amber: Coarse-Grained Reconfigurable Array-Based SoC for Dense Linear Algebra Acceleration.

Kathleen Feng, Alex Carsello, Taeyoung Kong, Kalhan Koul, Qiaoyi Liu, Jackson Melchert, Gedeon Nyengele, Maxwell Strange, Keyi Zhang, Ankita Nayak, Jeff Setter, James Thomas, Kavya Sreedhar, Po-Han Chen, Nikhil Bhagdikar, Zachary Myers, Brandon D'Agostino, Pranil Joshi, Stephen Richardson, Rick Bahr, Christopher Torng, Mark Horowitz, Priyanka Raina

Proceedings of the 2022 IEEE Hot Chips 34 Symposium, 2022

Synthesizing Instruction Selection Rewrite Rules from RTL using SMT.

Ross Daly, Caleb Donovick, Jackson Melchert, Rajsekhar Setaluri, Nestan Tsiskaridze, Priyanka Raina, Clark W. Barrett, Pat Hanrahan

Proceedings of the 22nd Formal Methods in Computer-Aided Design, 2022

2021

Automated Design Space Exploration of CGRA Processing Element Architectures using Frequent Subgraph Analysis.

Jackson Melchert, Kathleen Feng, Caleb Donovick, Ross Daly, Clark W. Barrett, Mark Horowitz, Pat Hanrahan, Priyanka Raina

CoRR, 2021

2020

Creating an Agile Hardware Design Flow.

Rick Bahr, Clark W. Barrett, Nikhil Bhagdikar, Alex Carsello, Ross Daly, Caleb Donovick, David Durst, Kayvon Fatahalian, Kathleen Feng, Pat Hanrahan, Teguh Hofstee, Mark Horowitz, Dillon Huff, Fredrik Kjolstad, Taeyoung Kong, Qiaoyi Liu, Makai Mann, Jackson Melchert, Ankita Nayak, Aina Niemetz, Gedeon Nyengele, Priyanka Raina, Stephen Richardson, Rajsekhar Setaluri, Jeff Setter, Kavya Sreedhar, Maxwell Strange, James Thomas, Christopher Torng, Leonard Truong, Nestan Tsiskaridze, Keyi Zhang

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

SAADI-EC: A Quality-Configurable Approximate Divider for Energy Efficiency.

Jackson Melchert, Setareh Behroozi, Jingjie Li, Younghyun Kim

IEEE Trans. Very Large Scale Integr. Syst., 2019

SAADI: a scalable accuracy approximate divider for dynamic energy-quality scaling.

Setareh Behroozi, Jingjie Li, Jackson Melchert, Younghyun Kim

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

A Comparative Study of Local Net Modeling Using Machine Learning.

Jackson Melchert, Boyu Zhang, Azadeh Davoodi

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

2017

Are Proximity Attacks a Threat to the Security of Split Manufacturing of Integrated Circuits?

Jonathon Magaña, Daohang Shi, Jackson Melchert, Azadeh Davoodi

IEEE Trans. Very Large Scale Integr. Syst., 2017