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LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles Lammie, Corey; Wang, Yuxuan; Ponzina, Flavio; Klein, Joshua; Benmeziane, Hadjer; Zapater, Marina; Boybat, Irem; Sebastian, Abu; Ansaloni, Giovanni; Atienza, David Share Save
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Probabilistic photonic computing for AI Brueckerhoff-Plueckelmann, Frank; Ovvyan, Anna P.; Varri, Akhil; Borras, Hendrik; Klein, Bernhard; Meyer, Lennart; Wright, C. David; Bhaskaran, Harish; Syed, Ghazi Sarwat; Sebastian, Abu; Froening, Holger; Pernice, Wolfram Share Save
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Roadmap to neuromorphic computing with emerging technologies Mehonic, Adnan; Ielmini, Daniele; Roy, Kaushik; Mutlu, Onur; Kvatinsky, Shahar; Serrano-Gotarredona, Teresa; Linares-Barranco, Bernabe; Spiga, Sabina; Savel'ev, Sergey; Balanov, Alexander G.; Chawla, Nitin; Desoli, Giuseppe; Malavena, Gerardo; Monzio Compagnoni, Christian; Wang, Zhongrui; Yang, J. Joshua; Sarwat, Syed Ghazi; Sebastian, Abu; Mikolajick, Thomas; Slesazeck, Stefan; Noheda, Beatriz; Dieny, Bernard; Hou, Tuo-Hung (Alex); Varri, Akhil; Brueckerhoff-Plueckelmann, Frank; Pernice, Wolfram; Zhang, Xixiang; Pazos, Sebastian; Lanza, Mario; Wiefels, Stefan; Dittmann, Regina; Ng, Wing H.; Buckwell, Mark; Cox, Horatio R. J.; Mannion, Daniel J.; Kenyon, Anthony J.; Lu, Yingming; Yang, Yuchao; Querlioz, Damien; Hutin, Louis; Vianello, Elisa; Chowdhury, Sayeed Shafayet; Mannocci, Piergiulio; Cai, Yimao; Sun, Zhong; Pedretti, Giacomo; Strachan, John Paul; Strukov, Dmitri; Le Gallo, Manuel; Ambrogio, Stefano; Valov, Ilia; Waser, Rainer Share Save
Hardware implementation of memristor-based artificial neural networks Aguirre, Fernando; Sebastian, Abu; Le Gallo, Manuel; Song, Wenhao; Wang, Tong; Yang, J. Joshua; Lu, Wei; Chang, Meng-Fan; Ielmini, Daniele; Yang, Yuchao; Mehonic, Adnan; Kenyon, Anthony; Villena, Marco A.; Roldan, Juan B.; Wu, Yuting; Hsu, Hung-Hsi; Raghavan, Nagarajan; Sune, Jordi; Miranda, Enrique; Eltawil, Ahmed; Setti, Gianluca; Smagulova, Kamilya; Salama, Khaled N.; Krestinskaya, Olga; Yan, Xiaobing; Ang, Kah-Wee; Jain, Samarth; Li, Sifan; Alharbi, Osamah; Pazos, Sebastian; Lanza, Mario Share Save
Designing Circuits for AiMC Based on Non-Volatile Memories: A Tutorial Brief on Trade-Off and Strategies for ADCs and DACs Co-Design Vignali, R.; Zurla, R.; Pasotti, M.; Rolandi, P. L.; Singh, A.; Le Gallo, M.; Sebastian, A.; Jang, T.; Antolini, A.; Scarselli, E. Franchi; Cabrini, A. Share Save
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error Buechel, Julian; Vasilopoulos, Athanasios; Kersting, Benedikt; Lammie, Corey; Brew, Kevin; Philip, Timothy; Saulnier, Nicole; Narayanan, Vijay; Le Gallo, Manuel; Sebastian, Abu Share Save
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Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators Rasch, Malte J.; Mackin, Charles; Le Gallo, Manuel; Chen, An; Fasoli, Andrea; Odermatt, Frederic; Li, Ning; Nandakumar, S. R.; Narayanan, Pritish; Tsai, Hsinyu; Burr, Geoffrey W.; Sebastian, Abu; Narayanan, Vijay Share Save
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference Le Gallo, Manuel; Khaddam-Aljameh, Riduan; Stanisavljevic, Milos; Vasilopoulos, Athanasios; Kersting, Benedikt; Dazzi, Martino; Karunaratne, Geethan; Brandli, Matthias; Singh, Abhairaj; Mueller, Silvia M.; Buchel, Julian; Timoneda, Xavier; Joshi, Vinay; Rasch, Malte J.; Egger, Urs; Garofalo, Angelo; Petropoulos, Anastasios; Antonakopoulos, Theodore; Brew, Kevin; Choi, Samuel; Ok, Injo; Philip, Timothy; Chan, Victor; Silvestre, Claire; Ahsan, Ishtiaq; Saulnier, Nicole; Narayanan, Vijay; Francese, Pier Andrea; Eleftheriou, Evangelos; Sebastian, Abu Share Save
Graphene-Based Wireless Agile Interconnects for Massive Heterogeneous Multi-Chip Processors Abadal, 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 Share Save
Recent Advances and Future Prospects for Memristive Materials, Devices, and Systems Song, 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 Share Save
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