Kevin Brew

15 papers Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
Backside Power Distribution for Nanosheet Technologies Beyond 2nm.
VLSI Technology and Circuits
Ruilong Xie, Wonhyuk Hong, Chen Zhang, Jongjin Lee, Kevin Brew, Richard Johnson, Nicholas A. Lanzillo, Hosadurga Shobha, Taesun Kim, Panjae Park, Shogo Mochizuki, Iqbal Saraf, Chanro Park, Lei Zhuang, Clifford Osborn, Wai Kin Li, Feng Liu, Muthumanickam Sankarapandian, Chung Ju Yang, Juntao Li, Lukas Tierney, Ruturaj Pujari, Yasir Sulehria, Yuncheng Song, Huimei Zhou, Miaomiao Wang, Michael Belyansky, Somnath Ghosh, Haojun Zhang, Koichi Motoyama, Debarghya Sarkar, Wukang Kim, Albert Chu, Tao Li, Fabio Carta, Oleg Gluschenkov, Joongsuk Oh, Matthew Malley, Pinlei Chu, Son Nguyen, Katherine Luedders, Joe Lee, Shahrukh Khan, Prabudhya Roy Chowdhury, Huai Huang, Abir Shadman, Stuart Sieg, Daniel Dechene, Daniel Edelstein, John Arnold, Tenko Yamashita, Kisik Choi, Kang-ill Seo, Dechao Guo, Huiming Bu
2023 J jnl
An analog-AI chip for energy-efficient speech recognition and transcription.
Nat.
Stefano Ambrogio, Pritish Narayanan, Atsuya Okazaki, Andrea Fasoli, Charles Mackin, Kohji Hosokawa, Akiyo Nomura, Takeo Yasuda, An Chen, Alexander M. Friz, Masatoshi Ishii, Jose Luquin, Yasuteru Kohda, Nicole Saulnier, Kevin Brew, Samuel Choi, Injo Ok, Timothy Philip, Victor Chan, Mary Claire Silvestre, Ishtiaq Ahsan, Vijay Narayanan, Hsinyu Tsai, Geoffrey W. Burr
2023 J jnl
Gradient descent-based programming of analog in-memory computing cores.
CoRR
Julian Büchel, Athanasios Vasilopoulos, Benedikt Kersting, Frédéric Odermatt, Kevin Brew, Injo Ok, Samuel Choi, Iqbal Saraf, Victor Chan, Timothy Philip, Nicole Saulnier, Vijay Narayanan, Manuel Le Gallo, Abu Sebastian
2023 — conf
Impact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited).
IRPS
Martin M. Frank, Ning Li, Malte J. Rasch, Shubham Jain, Ching-Tzu Chen, Ramachandran Muralidhar, Jin-Ping Han, Vijay Narayanan, Timothy Philip, Kevin Brew, Andrew Simon, Iqbal Saraf, Nicole Saulnier, Irem Boybat, Stanislaw Wozniak, Abu Sebastian, Pritish Narayanan, Charles Mackin, An Chen, Hsinyu Tsai, Geoffrey W. Burr
2023 — conf
Phase Change Memory-based Hardware Accelerators for Deep Neural Networks (invited).
VLSI Technology and Circuits
Geoffrey W. Burr, Pritish Narayanan, Stefano Ambrogio, Atsuya Okazaki, Hsinyu Tsai, Kohji Hosokawa, Charles Mackin, Akiyo Nomura, Takeo Yasuda, J. Demarest, Kevin Brew, Victor Chan, Samuel Choi, T. Gordon, T. M. Levin, Alexander M. Friz, Masatoshi Ishii, Yasuteru Kohda, An Chen, Andrea Fasoli, Jose Luquin, Nicole Saulnier, S. Teehan, Ishtiaq Ahsan, Vijay Narayanan
2023 J jnl
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Julian Büchel, Athanasios Vasilopoulos, Benedikt Kersting, Corey Lammie, Kevin Brew, Timothy Philip, Nicole Saulnier, Vijay Narayanan, Manuel Le Gallo, Abu Sebastian
2022 J jnl
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference.
CoRR
Manuel Le Gallo, Riduan Khaddam-Aljameh, Milos Stanisavljevic, Athanasios Vasilopoulos, Benedikt Kersting, Martino Dazzi, Geethan Karunaratne, Matthias Braendli, Abhairaj Singh, Silvia M. Mueller, Julian Büchel, Xavier Timoneda Comas, Vinay Joshi, Urs Egger, Angelo Garofalo, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Timothy Philip, Victor Chan, Mary Claire Silvestre, Ishtiaq Ahsan, Nicole Saulnier, Vijay Narayanan, Pier Andrea Francese, Evangelos Eleftheriou, Abu Sebastian
2022 J jnl
HERMES-Core - A 1.59-TOPS/mm
IEEE J. Solid State Circuits
Riduan Khaddam-Aljameh, Milos Stanisavljevic, Jordi Fornt Mas, Geethan Karunaratne, Matthias Brändli, Feng Liu, Abhairaj Singh, Silvia M. Müller, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Fee Li Lie, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, S. R. Nandakumar, Manuel Le Gallo, Pier Andrea Francese, Abu Sebastian, Evangelos Eleftheriou
2022 J jnl
Impact of Phase-Change Memory Flicker Noise and Weight Drift on Analog Hardware Inference for Large-Scale Deep Learning Networks.
Adv. Intell. Syst.
Jin-Ping Han, Malte J. Rasch, Zuoguang Liu, Paul Solomon, Kevin Brew, Kangguo Cheng, Injo Ok, Victor Chan, Michael Longstreet, Wanki Kim, Robert L. Bruce, Cheng-Wei Cheng, Nicole Saulnier, Vijay Narayanan
2022 — conf
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.
ESSCIRC
Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 J jnl
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.
CoRR
Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
2021 — conf
Bilayer Ga-Sb Phase Change Memory with Intermediate Resistance State.
DRC
Haibo Gong, Rubab Ume, Vadim Tokranov, Michael Yakimov, Devendra Sadana, Kevin Brew, Guy Cohen, Sandra Schujman, Karsten Beckmann, Nathaniel C. Cady, Serge Oktyabrsky
2021 — conf
HERMES Core - A 14nm CMOS and PCM-based In-Memory Compute Core using an array of 300ps/LSB Linearized CCO-based ADCs and local digital processing.
VLSI Circuits
Riduan Khaddam-Aljameh, Milos Stanisavljevic, Jordi Fornt Mas, Geethan Karunaratne, Matthias Braendli, Femg Liu, Abhairaj Singh, Silvia M. Müller, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Fee Li Lie, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, S. R. Nandakumar, Manuel Le Gallo, Pier Andrea Francese, Abu Sebastian, Evangelos Eleftheriou
2021 J jnl
Measurement of onset of structural relaxation in melt-quenched phase change materials.
CoRR
Benedikt Kersting, Syed Ghazi Sarwat, Manuel Le Gallo, Kevin Brew, Sebastian Walfort, Nicole Saulnier, Martin Salinga, Abu Sebastian
2021 — conf
Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation.
IRPS
Robert L. Bruce, Syed Ghazi Sarwat, Irem Boybat, Cheng-Wei Cheng, Wanki Kim, S. R. Nandakumar, Charles Mackin, Timothy Philip, Zuoguang Liu, Kevin Brew, Nanbo Gong, Injo Ok, Praneet Adusumilli, Katie Spoon, Stefano Ambrogio, Benedikt Kersting, Thomas Bohnstingl, Manuel Le Gallo, Andrew Simon, Ning Li, Iqbal Saraf, Jin-Ping Han, Lynne M. Gignac, John M. Papalia, Tenko Yamashita, Nicole Saulnier, Geoffrey W. Burr, Hsinyu Tsai, Abu Sebastian, Vijay Narayanan, Matthew BrightSky