Jackson Melchert

24 papers A* 1B 3Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Onyx: A 12-nm Programmable Accelerator for Dense and Sparse Applications.
IEEE J. Solid State Circuits
Kalhan Koul, Olivia Hsu, Yuchen Mei, Sai Gautham Ravipati, Maxwell Strange, Jackson Melchert, Alex Carsello, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Zhouhua Xie, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2026 J jnl
PEak: A Single Source of Truth for Hardware Design and Verification.
ACM Trans. Embed. Comput. Syst.
Caleb Donovick, Jackson Melchert, Ross Daly, Lenny Truong, Priyanka Raina, Pat Hanrahan, Clark W. Barrett
2025 B conf
Automated Translation Validation of a Compiler for Statically Scheduled Accelerators.
FMCAD
Jackson Melchert, Caleb Terrill, Aron Ricardo Perez-Lopez, Clark W. Barrett, Priyanka Raina
2024 J jnl
Amber: A 16-nm System-on-Chip With a Coarse- Grained Reconfigurable Array for Flexible Acceleration of Dense Linear Algebra.
IEEE J. Solid State Circuits
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 A. Myers, Brandon D'Agostino, Pranil Joshi, Stephen Richardson, Christopher Torng, Mark Horowitz, Priyanka Raina
2024 J jnl
Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jackson Melchert, Yuchen Mei, Kalhan Koul, Qiaoyi Liu, Mark Horowitz, Priyanka Raina
2024 B conf
Efficiently Synthesizing Lowest Cost Rewrite Rules for Instruction Selection.
FMCAD
Ross Daly, Caleb Donovick, Caleb Terrill, Jackson Melchert, Priyanka Raina, Clark W. Barrett, Pat Hanrahan
2024 J jnl
Efficiently Synthesizing Lowest Cost Rewrite Rules for Instruction Selection.
CoRR
Ross Daly, Caleb Donovick, Caleb Terrill, Jackson Melchert, Priyanka Raina, Clark W. Barrett, Pat Hanrahan
2024 — conf
Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications.
VLSI Technology and Circuits
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
2024 — conf
Onyx: A Programmable Accelerator for Sparse Tensor Algebra.
HCS
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
2023 J jnl
AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers.
ACM Trans. Embed. Comput. Syst.
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 A. Myers, Nestan Tsiskaridze, Stephen Richardson, Rick Bahr, Kayvon Fatahalian, Pat Hanrahan, Clark W. Barrett, Mark Horowitz, Christopher Torng, Fredrik Kjolstad, Priyanka Raina
2023 — conf
APEX: A Framework for Automated Processing Element Design Space Exploration using Frequent Subgraph Analysis.
ASPLOS (3)
Jackson Melchert, Kathleen Feng, Caleb Donovick, Ross Daly, Ritvik Sharma, Clark W. Barrett, Mark A. Horowitz, Pat Hanrahan, Priyanka Raina
2023 J jnl
Canal: A Flexible Interconnect Generator for Coarse-Grained Reconfigurable Arrays.
IEEE Comput. Archit. Lett.
Jackson Melchert, Keyi Zhang, Yuchen Mei, Mark Horowitz, Christopher Torng, Priyanka Raina
2023 J jnl
PEak: A Single Source of Truth for Hardware Design and Verification.
CoRR
Caleb Donovick, Ross Daly, Jackson Melchert, Lenny Truong, Priyanka Raina, Pat Hanrahan, Clark W. Barrett
2022 — conf
Amber: A 367 GOPS, 538 GOPS/W 16nm SoC with a Coarse-Grained Reconfigurable Array for Flexible Acceleration of Dense Linear Algebra.
VLSI Technology and Circuits
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 A. Myers, Brandon D'Agostino, Pranil Joshi, Stephen Richardson, Rick Bahr, Christopher Torng, Mark Horowitz, Priyanka Raina
2022 — conf
Amber: Coarse-Grained Reconfigurable Array-Based SoC for Dense Linear Algebra Acceleration.
HCS
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 A. Myers, Brandon D'Agostino, Pranil Joshi, Stephen Richardson, Rick Bahr, Christopher Torng, Mark Horowitz, Priyanka Raina
2022 J jnl
Canal: A Flexible Interconnect Generator for Coarse-Grained Reconfigurable Arrays.
CoRR
Jackson Melchert, Keyi Zhang, Yuchen Mei, Mark Horowitz, Christopher Torng, Priyanka Raina
2022 J jnl
Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays.
CoRR
Jackson Melchert, Yuchen Mei, Kalhan Koul, Qiaoyi Liu, Mark Horowitz, Priyanka Raina
2022 B conf
Synthesizing Instruction Selection Rewrite Rules from RTL using SMT.
FMCAD
Ross Daly, Caleb Donovick, Jackson Melchert, Rajsekhar Setaluri, Nestan Tsiskaridze, Priyanka Raina, Clark W. Barrett, Pat Hanrahan
2021 J jnl
Automated Design Space Exploration of CGRA Processing Element Architectures using Frequent Subgraph Analysis.
CoRR
Jackson Melchert, Kathleen Feng, Caleb Donovick, Ross Daly, Clark W. Barrett, Mark Horowitz, Pat Hanrahan, Priyanka Raina
2020 A* conf
Creating an Agile Hardware Design Flow.
DAC
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
2019 J jnl
SAADI-EC: A Quality-Configurable Approximate Divider for Energy Efficiency.
IEEE Trans. Very Large Scale Integr. Syst.
Jackson Melchert, Setareh Behroozi, Jingjie Li, Younghyun Kim
2019 — conf
SAADI: a scalable accuracy approximate divider for dynamic energy-quality scaling.
ASP-DAC
Setareh Behroozi, Jingjie Li, Jackson Melchert, Younghyun Kim
2018 — conf
A Comparative Study of Local Net Modeling Using Machine Learning.
ACM Great Lakes Symposium on VLSI
Jackson Melchert, Boyu Zhang, Azadeh Davoodi
2017 J jnl
Are Proximity Attacks a Threat to the Security of Split Manufacturing of Integrated Circuits?
IEEE Trans. Very Large Scale Integr. Syst.
Jonathon Magaña, Daohang Shi, Jackson Melchert, Azadeh Davoodi