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Publication search results
found 46 matches
- 2024
- Ashwin Sanjay Lele
, Muya Chang
, Samuel D. Spetalnick
, Brian Crafton
, Shota Konno
, Zishen Wan
, Ashwin Bhat, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury
:
A Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Fused Frame and Event-Based Target Identification and Tracking. IEEE J. Solid State Circuits 59(1): 52-64 (2024) - Xiaoyu Sun
, Weidong Cao
, Brian Crafton, Kerem Akarvardar
, Haruki Mori, Hidehiro Fujiwara, Hiroki Noguchi, Yu-Der Chih, Meng-Fan Chang, Yih Wang
, Tsung-Yung Jonathan Chang:
Efficient Processing of MLPerf Mobile Workloads Using Digital Compute-In-Memory Macros. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(4): 1191-1205 (2024) - Annalisa Szymanski
, Brianna L. Wimer
, Oghenemaro Anuyah
, Heather A. Eicher-Miller
, Ronald A. Metoyer
:
Integrating Expertise in LLMs: Crafting a Customized Nutrition Assistant with Refined Template Instructions. CHI 2024: 992:1-992:22 - Samuel D. Spetalnick, Ashwin Sanjay Lele, Brian Crafton, Muya Chang, Sigang Ryu, Jong-Hyeok Yoon, Zhijian Hao, Azadeh Ansari, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
30.1 A 40nm VLIW Edge Accelerator with 5MB of 0.256pJ/b RRAM and a Localization Solver for Bristle Robot Surveillance. ISSCC 2024: 482-484 - 2023
- Sean Upchurch
, Emilio Palumbo, Jeremy Adams, David Bujold, Guillaume Bourque
, Jared Nedzel, Keenan Graham, Meenakshi S. Kagda, Pedro Assis, Benjamin C. Hitz
, Emilio Righi, Roderic Guigó, Barbara J. Wold, Alvis Brazma, Julia Burchard, Joe Capka, Michael Cherry, Laura Clarke, Brian Craft, Manolis Dermitzakis, Mark Diekhans
, John Dursi, Michael Sean Fitzsimons, Zac Flaming, Romina Garrido, Alfred Gil, Paul Godden, Matt Green, Mitch Guttman, Brian Haas, Max Haeussler, Bo Li, Sten Linnarsson, Adam Lipski, David Liu, Simonne Longerich, David Lougheed, Jonathan Manning, John C. Marioni, Christopher Meyer, Stephen B. Montgomery, Alyssa Morrow, Alfonso Muñoz-Pomer Fuentes, Jared L. Nedzel, David Nguyen, Kevin Osborn, Francis Ouellette, Irene Papatheodorou, Dmitri D. Pervouchine, Arun K. Ramani, Jordi Rambla, Bashir Sadjad, David Steinberg, Jeremiah Talkar, Timothy Tickle, Kathy Tzeng, Saman Vaisipour, Sean Watford, Barbara Wold, Zhenyu Zhang, Jing Zhu:
RNAget: an API to securely retrieve RNA quantifications. Bioinform. 39(4) (2023) - Ashwin Sanjay Lele, Muya Chang, Samuel D. Spetalnick, Brian Crafton, Arijit Raychowdhury, Yan Fang:
Neuromorphic Swarm on RRAM Compute-in-Memory Processor for Solving QUBO Problem. DAC 2023: 1-6 - Ashwin Sanjay Lele, Muya Chang, Samuel Spetalnick, Yan Fang, Brian Crafton, Shota Konno, Arijit Raychowdhury:
Live Demonstration: Hybrid RRAM and SRAM SoC for Fused Frame and Event Target Tracking. ISCAS 2023: 1 - Muya Chang, Ashwin Sanjay Lele, Samuel D. Spetalnick, Brian Crafton, Shota Konno, Zishen Wan, Ashwin Bhat
, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 73.53TOPS/W 14.74TOPS Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Hybrid Frame and Event-Based Target Tracking. ISSCC 2023: 426-427 - Samuel D. Spetalnick, Muya Chang, Shota Konno, Brian Crafton, Ashwin Sanjay Lele, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 2.38 MCells/mm2 9.81 -350 TOPS/W RRAM Compute-in-Memory Macro in 40nm CMOS with Hybrid Offset/IOFF Cancellation and ICELL RBLSL Drop Mitigation. VLSI Technology and Circuits 2023: 1-2 - 2022
- Brian Crafton, Zishen Wan, Samuel Spetalnick, Jong-Hyeok Yoon, Wei Wu, Carlos Tokunaga, Vivek De, Arijit Raychowdhury:
Improving compute in-memory ECC reliability with successive correction. DAC 2022: 745-750 - Brian Crafton, Connor Talley, Samuel Spetalnick, Jong-Hyeok Yoon, Arijit Raychowdhury:
Characterization and Mitigation of IR-Drop in RRAM-based Compute In-Memory. ISCAS 2022: 70-74 - Muya Chang, Samuel D. Spetalnick, Brian Crafton, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40nm 60.64TOPS/W ECC-Capable Compute-in-Memory/Digital 2.25MB/768KB RRAM/SRAM System with Embedded Cortex M3 Microprocessor for Edge Recommendation Systems. ISSCC 2022: 1-3 - Samuel D. Spetalnick, Muya Chang, Brian Crafton, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40nm 64kb 26.56TOPS/W 2.37Mb/mm2RRAM Binary/Compute-in-Memory Macro with 4.23x Improvement in Density and >75% Use of Sensing Dynamic Range. ISSCC 2022: 1-3 - 2021
- Brian Crafton
, Samuel Spetalnick, Yan Fang
, Arijit Raychowdhury
:
Merged Logic and Memory Fabrics for Accelerating Machine Learning Workloads. IEEE Des. Test 38(1): 39-68 (2021) - Foroozan Karimzadeh
, Ningyuan Cao
, Brian Crafton
, Justin Romberg
, Arijit Raychowdhury
:
A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences. IEEE Trans. Circuits Syst. I Regul. Pap. 68(2): 751-764 (2021) - Brian Crafton, Andrew Paredes, Evan Gebhardt, Arijit Raychowdhury:
Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection. AICAS 2021: 1-4 - Brian Crafton, Samuel Spetalnick, Arijit Raychowdhury:
Merged Logic and Memory Fabrics for AI Workloads. ASP-DAC 2021: 305-310 - Brian Crafton, Samuel Spetalnick, Jong-Hyeok Yoon, Wei Wu, Carlos Tokunaga, Vivek De, Arijit Raychowdhury:
CIM-SECDED: A 40nm 64Kb Compute In-Memory RRAM Macro with ECC Enabling Reliable Operation. A-SSCC 2021: 1-3 - Brian Crafton, Samuel Spetalnick, Jong-Hyeok Yoon, Arijit Raychowdhury:
Statistical Optimization of Compute In-Memory Performance Under Device Variation. ISLPED 2021: 1-6 - Brian Crafton, Arijit Raychowdhury, Sung Kyu Lim
:
Automatic Generation of Translators for Packet-Based and Emerging Protocols. ISQED 2021: 488-495 - 2020
- Claudia Calabrese
, Natalie R. Davidson
, Deniz Demircioglu
, Nuno A. Fonseca
, Yao He, André Kahles, Kjong-Van Lehmann
, Fenglin Liu
, Yuichi Shiraishi, Cameron M. Soulette, Lara Urban
, Liliana Greger, Siliang Li, Dongbing Liu
, Marc D. Perry
, Qian Xiang, Fan Zhang, Junjun Zhang, Peter Bailey
, Serap Erkek
, Katherine A. Hoadley, Yong Hou, Matthew R. Huska, Helena Kilpinen
, Jan O. Korbel, Maximillian G. Marin, Julia Markowski, Tannistha Nandi, Qiang Pan-Hammarström
, Chandra Sekhar Pedamallu, Reiner Siebert, Stefan G. Stark, Hong Su, Patrick Tan, Sebastian M. Waszak
, Christina K. Yung, Shida Zhu, Philip Awadalla, Matthew Meyerson
, B. F. Francis Ouellette
, Kui Wu
, Huanming Yang
, Samirkumar B. Amin
, Aurélien Chateigner, Isidro Cortés-Ciriano
, Brian Craft, Milana Frenkel-Morgenstern
, Mary Goldman, Ekta Khurana, Fabien C. Lamaze
, Chang Li, Xiaobo Li
, Xinyue Li, Xingmin Liu, Morten Muhlig Nielsen, Akinyemi I. Ojesina, Peter J. Park, Jakob Skou Pedersen
, Bin Tean Teh, Jian Wang, Heng Xiong, Sergei Yakneen
, Chen Ye, Xiuqing Zhang, Liangtao Zheng, Jingchun Zhu, Chad Creighton, Jonathan Göke
, Roland F. Schwarz
, Oliver Stegle
, Zemin Zhang, Alvis Brazma
, Gunnar Rätsch, Angela N. Brooks:
Genomic basis for RNA alterations in cancer. Nat. 578(7793): 129-136 (2020) - Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury:
Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. ISCAS 2020: 1-5 - Brian Crafton, Samuel Spetalnick, Gauthaman Murali
, Tushar Krishna, Sung Kyu Lim
, Arijit Raychowdhury:
Breaking Barriers: Maximizing Array Utilization for Compute in-Memory Fabrics. VLSI-SOC 2020: 123-128 - Brian Crafton, Samuel Spetalnick, Gauthaman Murali
, Tushar Krishna, Sung Kyu Lim
, Arijit Raychowdhury:
Statistical Array Allocation and Partitioning for Compute In-Memory Fabrics. VLSI-SoC (Selected Papers) 2020: 323-341 - Brian Crafton, Samuel Spetalnick, Arijit Raychowdhury:
Counting Cards: Exploiting Weight and Variance Distributions for Robust Compute In-Memory. CoRR abs/2006.03117 (2020) - Brian Crafton, Samuel Spetalnick, Gauthaman Murali
, Tushar Krishna, Sung Kyu Lim, Arijit Raychowdhury:
Breaking Barriers: Maximizing Array Utilization for Compute In-Memory Fabrics. CoRR abs/2008.06741 (2020) - 2019
- Brian Crafton, Matt West, Padip Basnet, Eric Vogel, Arijit Raychowdhury:
Local Learning in RRAM Neural Networks with Sparse Direct Feedback Alignment. ISLPED 2019: 1-6 - Brian Crafton, Abhinav Parihar, Evan Gebhardt, Arijit Raychowdhury:
Direct Feedback Alignment with Sparse Connections for Local Learning. CoRR abs/1903.02083 (2019) - Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury:
Hardware-aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. CoRR abs/1911.04468 (2019) - 2018
- Brian James McInnis, Gilly Leshed, Dan Cosley:
Crafting Policy Discussion Prompts as a Task for Newcomers. Proc. ACM Hum. Comput. Interact. 2(CSCW): 121:1-121:23 (2018)
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