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C

Corey Lammie

ibm

16H-index
72Paper Count
992Citation Count
Published Papers 17
Publication Date
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Supernetwork-based efficient mapping of deep learning applications to mixed-precision hardware using model adaptation
errNature Communications
IF15.7
err2026-03-27
err0
errOAAI
errHadjer Benmeziane; Corey Lammie; Irem Boybat; Malte Rasch; Manuel Le Gallo; Athanasios Vasilopoulos; Hsinyu Tsai; Geoffrey W. Burr; Vijay Narayanan; Kaoutar El Maghraoui; Abu Sebastian
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Efficient transformer adaptation for analog in-memory computing via low-rank adapters
errNeuromorphic Computing and Engineering
IF6.1
err2026-02-17
err0
errOAAI
errChen Li; Elena Ferro; Corey Lammie; Manuel Le Gallo; Irem Boybat; Bipin Rajendran
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errSave
Assessing the Performance of Analog Training for Transfer Learning
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2025-12-01
err0
PREAI
errFagbohungbe, Omobayode; Lammie, Corey; Rasch, Malte J.; Ando, Takashi; Gokmen, Tayfun; Narayanan, Vijay
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errSave
LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2025-10-01
err0
PREAI
errLammie, Corey; Wang, Yuxuan; Ponzina, Flavio; Klein, Joshua; Benmeziane, Hadjer; Zapater, Marina; Boybat, Irem; Sebastian, Abu; Ansaloni, Giovanni; Atienza, David
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errSave
The inherent adversarial robustness of analog in-memory computing
errNATURE COMMUNICATIONS
IF15.7
err2025-02-19
err0
errOAAI
errLammie, Corey; Buechel, Julian; Vasilopoulos, Athanasios; Le Gallo, Manuel; Sebastian, Abu
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errSave
Kernel approximation using analogue in-memory computing
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-12-13
err0
PREAI
errBuechel, Julian; Camposampiero, Giacomo; Vasilopoulos, Athanasios; Lammie, Corey; Le Gallo, Manuel; Rahimi, Abbas; Sebastian, Abu
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errSave
Dynamical Neuro-AI Learning Systems: Devices, Circuits, Architecture and Algorithms
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2023-12-01
err0
errOAAI
errEshraghian, Jason K.; Basu, Arindam; Lammie, Corey; Liu, Shih-Chii; Panda, Priydarshini
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errSave
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2023-12-01
err4
PREAI
errBuechel, Julian; Vasilopoulos, Athanasios; Kersting, Benedikt; Lammie, Corey; Brew, Kevin; Philip, Timothy; Saulnier, Nicole; Narayanan, Vijay; Le Gallo, Manuel; Sebastian, Abu
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errSave
Game changers in science and technology- now and beyond
errTECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
IF13.3
err2023-08-01
err24
errOAAI
errBetz, Ulrich A. K.; Arora, Loukik; Assal, Reem A.; Azevedo, Hatylas; Baldwin, Jeremy; Becker, Michael S.; Bostock, Stefan; Cheng, Vinton; Egle, Tobias; Ferrari, Nicola; Schneider-Futschik, Elena K.; Gerhardy, Stefan; Hammes, Alexandra; Harzheim, Achim; Herget, Thomas; Jauset, Cristina; Kretschmer, Simon; Lammie, Corey; Kloss, Nina; Fernandes, Steve Marquis; Mitrofan, Claudia-Gabriela; Myrgorodska, Iuliia; Nedbalek, Daniela; Neumann, Siegfried G.; Paffenholz, Stella; Ponce, Laia Pascual; Rogell, Birgit; Savic, Dragana; Velikova, Gergana; Schumacher, Christian; Weisshaar, Nina; Yahya, Mohammadzadeh; Yang, Joshua Y. C.; Zhao, Guoping
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errSave
Spike sorting algorithms and their efficient hardware implementation: a comprehensive survey
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2023-04-14
err15
PREAI
errZhang, Tim; Azghadi, Mostafa Rahimi; Lammie, Corey; Amirsoleimani, Amirali; Genov, Roman
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errSave
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks
errieee transactions on circuits and systems i regular papers
IF4.9
err2022-08-01
err22
errOAAI
errLi, Chenqi; Lammie, Corey; Dong, Xuening; Amirsoleimani, Amirali; Azghadi, Mostafa Rahimi; Genov, Roman
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errSave
MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems
errNEUROCOMPUTING
IF6.5
err2022-05-01
err31
errOAAI
errLammie, Corey; Xiang, Wei; Linares-Barranco, Bernabe; Azghadi, Mostafa Rahimi
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errSave
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-10-01
err8
errOAAI
errSaleh, Alzayat; Laradji, Issam H.; Lammie, Corey; Vazquez, David; Flavell, Carol A.; Azghadi, Mostafa Rahimi
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errSave
Memristive Stochastic Computing for Deep Learning Parameter Optimization
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2021-05-01
err30
errOAAI
errLammie, Corey; Eshraghian, Jason K.; Lu, Wei D.; Azghadi, Mostafa Rahimi
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errSave
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications
errieee transactions on circuits and systems i regular papers
IF4.9
err2020-12-01
err133
errOAAI
errAzghadi, Mostafa Rahimi; Lammie, Corey; Eshraghian, Jason K.; Payvand, Melika; Donati, Elisa; Linares-Barranco, Bernabe; Indiveri, Giacomo
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errSave
Efficient FPGA Implementations of Pair and Triplet-Based STDP for Neuromorphic Architectures
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2019-04-01
err40
PREAI
errLammie, Corey; Hamilton, Tara Julia; van Schaik, Andre; Azghadi, Mostafa Rahimi
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errSave
Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge
errIEEE ACCESS
IF3.6
err2019-01-01
err55
errOAAI
errLammie, Corey; Olsen, Alex; Carrick, Tony; Azghadi, Mostafa Rahimi
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
卢
卢苇 (Wei Lü)
H-index: 94 · Papers: 606
G
Guoping Zhao
H-index: 82 · Papers: 747
W
Wei Xiang
H-index: 59 · Papers: 1.0K
A
Abu Sebastian
H-index: 58 · Papers: 367
G
Giacomo Indiveri
H-index: 57 · Papers: 506
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