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Irem Boybat

ibm research europe

22H-index
88Paper Count
5.9KCitation Count
Published Papers 16
Publication Date
Supernetwork-based efficient mapping of deep learning applications to mixed-precision hardware using model adaptation
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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LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles
err2025-10-01
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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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Graphene-Based Wireless Agile Interconnects for Massive Heterogeneous Multi-Chip Processors
err2023-08-01
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errOAAI
errAbadal, Sergi; Guirado, Robert; Taghvaee, Hamidreza; Jain, Akshay; de Santana, Elana Pereira; Bolivar, Peter Haring; Saeed, Mohamed; Negra, Renato; Wang, Zhenxing; Wang, Kun-Ta; Lemme, Max C.; Klein, Joshua; Zapater, Marina; Levisse, Alexandre; Atienza, David; Rossi, Davide; Conti, Francesco; Dazzi, Martino; Karunaratne, Geethan; Boybat, Irem; Sebastian, Abu
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Recent Advances and Future Prospects for Memristive Materials, Devices, and Systems
err2023-06-29
err93
PREAI
errSong, Min-Kyu; Kang, Ji-Hoon; Zhang, Xinyuan; Ji, Wonjae; Ascoli, Alon; Messaris, Ioannis; Demirkol, Ahmet Samil; Dong, Bowei; Aggarwal, Samarth; Wan, Weier; Hong, Seok-Man; Cardwell, Suma George; Boybat, Irem; Seo, Jae-sun; Lee, Jang-Sik; Lanza, Mario; Yeon, Hanwool; Onen, Murat; Li, Ju; Yildiz, Bilge; del Alamo, Jesus A.; Kim, Seyoung; Choi, Shinhyun; Milano, Gianluca; Ricciardi, Carlo; Alff, Lambert; Chai, Yang; Wang, Zhongrui; Bhaskaran, Harish; Hersam, Mark C.; Strukov, Dmitri; Wong, H. -S. Philip; Valov, Ilia; Gao, Bin; Wu, Huaqiang; Tetzlaff, Ronald; Sebastian, Abu; Lu, Wei; Chua, Leon; Yang, J. Joshua; Kim, Jeehwan
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Editorial: Hardware for artificial intelligence
err2022-08-09
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errOAAI
errBoybat, Irem; Payvand, Melika; Rhodes, Oliver; Serb, Alexander
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A Heterogeneous In-Memory Computing Cluster for Flexible End-to-End Inference of Real-World Deep Neural Networks
err2022-06-01
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errOAAI
errGarofalo, Angelo; Ottavi, Gianmarco; Conti, Francesco; Karunaratne, Geethan; Boybat, Irem; Benini, Luca; Rossi, Davide
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Precision of bit slicing with in-memory computing based on analog phase-change memory crossbars
err2022-02-18
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errOAAI
errLe Gallo, Manuel; Nandakumar, S. R.; Ciric, Lazar; Boybat, Irem; Khaddam-Aljameh, Riduan; Mackin, Charles; Sebastian, Abu
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ALPINE: Analog In-Memory Acceleration With Tight Processor Integration for Deep Learning
err2022-01-01
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errOAAI
errKlein, Joshua; Boybat, Irem; Qureshi, Yasir Mahmood; Dazzi, Martino; Levisse, Alexandre; Ansaloni, Giovanni; Zapater, Marina; Sebastian, Abu; Atienza, David
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Accurate deep neural network inference using computational phase-change memory
err2020-05-18
err301
errOAAI
errJoshi, Vinay; Le Gallo, Manuel; Haefeli, Simon; Boybat, Irem; Nandakumar, S. R.; Piveteau, Christophe; Dazzi, Martino; Rajendran, Bipin; Sebastian, Abu; Eleftheriou, Evangelos
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Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
err2020-05-15
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errOAAI
errNandakumar, S. R.; Boybat, Irem; Le Gallo, Manuel; Eleftheriou, Evangelos; Sebastian, Abu; Rajendran, Bipin
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Mixed-Precision Deep Learning Based on Computational Memory
err2020-05-12
err68
errOAAI
errNandakumar, S. R.; Le Gallo, Manuel; Piveteau, Christophe; Joshi, Vinay; Mariani, Giovanni; Boybat, Irem; Karunaratne, Geethan; Khaddam-Aljameh, Riduan; Egger, Urs; Petropoulos, Anastasios; Antonakopoulos, Theodore; Rajendran, Bipin; Sebastian, Abu; Eleftheriou, Evangelos
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Neuromorphic computing with multi-memristive synapses
err2018-06-28
err613
errOAAI
errBoybat, Irem; Le Gallo, Manuel; Nandakumar, S. R.; Moraitis, Timoleon; Parnell, Thomas; Tuma, Tomas; Rajendran, Bipin; Leblebici, Yusuf; Sebastian, Abu; Eleftheriou, Evangelos
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Signal and noise extraction from analog memory elements for neuromorphic computing
err2018-05-29
err97
errOAAI
errGong, N.; Ide, T.; Kim, S.; Boybat, I.; Sebastian, A.; Narayanan, V.; Ando, T.
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Neuromorphic computing using non-volatile memory
err2016-12-04
err999
errOAAI
errBurr, Geoffrey W.; Shelby, Robert M.; Sebastian, Abu; Kim, Sangbum; Kim, Seyoung; Sidler, Severin; Virwani, Kumar; Ishii, Masatoshi; Narayanan, Pritish; Fumarola, Alessandro; Sanches, Lucas L.; Boybat, Irem; Le Gallo, Manuel; Moon, Kibong; Woo, Jiyoo; Hwang, Hyunsang; Leblebici, Yusuf
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