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ORCIDJackson Melchert
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2020 – today
- 2024
[j6]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:
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 59(3): 947-959 (2024)- [j5]Jackson Melchert, Yuchen Mei, Kalhan Koul, Qiaoyi Liu, Mark Horowitz, Priyanka Raina:
Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 3055-3067 (2024) - [c9]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:
Onyx: A Programmable Accelerator for Sparse Tensor Algebra. HCS 2024: 1-91 - [c8]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:
Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications. VLSI Technology and Circuits 2024: 1-2 - [i5]Ross Daly, Caleb Donovick, Caleb Terrill, Jackson Melchert, Priyanka Raina, Clark W. Barrett, Pat Hanrahan:
Efficiently Synthesizing Lowest Cost Rewrite Rules for Instruction Selection. CoRR abs/2405.06127 (2024) - 2023
- [j4]Jackson Melchert, Keyi Zhang, Yuchen Mei, Mark Horowitz, Christopher Torng, Priyanka Raina:
Canal: A Flexible Interconnect Generator for Coarse-Grained Reconfigurable Arrays. IEEE Comput. Archit. Lett. 22(1): 45-48 (2023) - [j3]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:
AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers. ACM Trans. Embed. Comput. Syst. 22(2): 35:1-35:34 (2023) - [c7]Jackson Melchert, Kathleen Feng, Caleb Donovick, Ross Daly, Ritvik Sharma, Clark W. Barrett, Mark A. Horowitz, Pat Hanrahan, Priyanka Raina:
APEX: A Framework for Automated Processing Element Design Space Exploration using Frequent Subgraph Analysis. ASPLOS (3) 2023: 33-45 - [i4]Caleb Donovick, Ross Daly, Jackson Melchert, Lenny Truong, Priyanka Raina, Pat Hanrahan, Clark W. Barrett:
PEak: A Single Source of Truth for Hardware Design and Verification. CoRR abs/2308.13106 (2023) - 2022
- [c6]Ross Daly, Caleb Donovick, Jackson Melchert, Rajsekhar Setaluri, Nestan Tsiskaridze, Priyanka Raina, Clark W. Barrett, Pat Hanrahan:
Synthesizing Instruction Selection Rewrite Rules from RTL using SMT. FMCAD 2022: 139-150 - [c5]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:
Amber: Coarse-Grained Reconfigurable Array-Based SoC for Dense Linear Algebra Acceleration. HCS 2022: 1-30 - [c4]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:
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 2022: 70-71 - [i3]Jackson Melchert, Yuchen Mei, Kalhan Koul, Qiaoyi Liu, Mark Horowitz, Priyanka Raina:
Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays. CoRR abs/2211.13182 (2022) - [i2]Jackson Melchert, Keyi Zhang, Yuchen Mei, Mark Horowitz, Christopher Torng, Priyanka Raina:
Canal: A Flexible Interconnect Generator for Coarse-Grained Reconfigurable Arrays. CoRR abs/2211.17207 (2022) - 2021
- [i1]Jackson Melchert, Kathleen Feng, Caleb Donovick, Ross Daly, Clark W. Barrett, Mark Horowitz, Pat Hanrahan, Priyanka Raina:
Automated Design Space Exploration of CGRA Processing Element Architectures using Frequent Subgraph Analysis. CoRR abs/2104.14155 (2021) - 2020
- [c3]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:
Creating an Agile Hardware Design Flow. DAC 2020: 1-6
2010 – 2019
- 2019
- [j2]Jackson Melchert, Setareh Behroozi, Jingjie Li, Younghyun Kim:
SAADI-EC: A Quality-Configurable Approximate Divider for Energy Efficiency. IEEE Trans. Very Large Scale Integr. Syst. 27(11): 2680-2692 (2019) - [c2]Setareh Behroozi, Jingjie Li, Jackson Melchert, Younghyun Kim:
SAADI: a scalable accuracy approximate divider for dynamic energy-quality scaling. ASP-DAC 2019: 481-486 - 2018
- [c1]Jackson Melchert, Boyu Zhang, Azadeh Davoodi:
A Comparative Study of Local Net Modeling Using Machine Learning. ACM Great Lakes Symposium on VLSI 2018: 273-278 - 2017
- [j1]Jonathon Magaña, Daohang Shi, Jackson Melchert, Azadeh Davoodi:
Are Proximity Attacks a Threat to the Security of Split Manufacturing of Integrated Circuits? IEEE Trans. Very Large Scale Integr. Syst. 25(12): 3406-3419 (2017)
Coauthor Index
aka: Mark A. Horowitz
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