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G

Giacomo Pedretti

hpe laboratories

25H-index
105Paper Count
2.8KCitation Count
Published Papers 28
Publication Date
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Fault-free analogue computing with imperfect hardware
errNature Electronics
IF40.9
err2026-06-12
err0
PREAI
errZhicheng Xu; Jiawei Liu; Sitao Huang; Zefan Li; Shengbo Wang; Bo Wen; Ruibin Mao; Mingrui Jiang; Giacomo Pedretti; Jim Ignowski; Kaibin Huang; Can Li
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errSave
Compressed High-Order Ising Machines
errIEEE Journal on Emerging and Selected Topics in Circuits and Systems
IF3.8
err2026-05-04
err0
PREAI
errGeorge Higgins Hutchinson; Tinish Bhattacharya; Dongseok Kwon; Fabian Böhm; Giacomo Pedretti; Thomas Van Vaerenbergh; Ray Beausoleil; Arne Heittmann; John Paul Strachan; Dmitri Strukov
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Hardware-compatible single-shot feasible-space heuristics for solving the quadratic assignment problem
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2026-04-17
err0
PREAI
errHaesol Im; Chan-Woo Yang; Moslem Noori; Dmitrii Dobrynin; Elisabetta Valiante; Giacomo Pedretti; Arne Heittmann; Thomas Van Vaerenbergh; Masoud Mohseni; John Paul Strachan; Dmitri Strukov; Raymond Beausoleil; Ignacio Rozada
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errSave
A hardware-adaptive learning algorithm for superlinear-capacity associative memory on memristor crossbars
errNature Communications
IF15.7
err2026-02-23
err0
errOAAI
errChengping He; Mingrui Jiang; Keyi Shan; Szu-Hao Yang; Zefan Li; Shengbo Wang; Giacomo Pedretti; Jim Ignowski; Can Li
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Accelerating hybrid XOR–CNF Boolean satisfiability problems natively with in-memory computing
errNature Communications
IF15.7
err2026-02-19
err0
errOAAI
errHaesol Im; Fabian Böhm; Giacomo Pedretti; Noriyuki Kushida; Moslem Noori; Elisabetta Valiante; Xiangyi Zhang; Chan-Woo Yang; Tinish Bhattacharya; Xia Sheng; Jim Ignowski; Arne Heittmann; John Paul Strachan; Masoud Mohseni; Raymond Beausoleil; Thomas Van Vaerenbergh; Ignacio Rozada
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A fully integrated analogue closed-loop in-memory computing accelerator based on static random-access memory
errNature Electronics
IF40.9
err2026-01-14
err0
PREAI
errPiergiulio Mannocci; Carlo Zucchelli; Irene Andreoli; Andrea Pezzoli; Enrico Melacarne; Giacomo Pedretti; Flavio Sancandi; Corrado Villa; Zhong Sun; Umberto Spagnolini; Daniele Ielmini
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Editorial: Focus issue on open neuromorphic simulations
errNeuromorphic Computing and Engineering
IF6.1
err2025-10-31
err0
errOAAI
errCan Li; Jason K Eshraghian; Giacomo Pedretti
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errSave
Real-time raw signal genomic analysis using fully integrated memristor hardware
errNature Computational Science
IF18.3
err2025-09-12
err0
errOAAI
errPeiyi He; Shengbo Wang; Ruibin Mao; Mingrui Jiang; Sebastian Siegel; Giacomo Pedretti; Jim Ignowski; John Paul Strachan; Ruibang Luo; Can Li
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errSave
Parallel tempering-inspired distributed binary optimization with in-memory computing
errPHYSICAL REVIEW APPLIED
IF4.4
err2025-03-14
err0
PREAI
errZhang, Xiangyi; Valiante, Elisabetta; Noori, Moslem; Yang, Chan-Woo; Rozada, Ignacio; Boehm, Fabian; Van Vaerenbergh, Thomas; Pedretti, Giacomo; Mohseni, Masoud; Beausoleil, Raymond
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Efficient nonlinear function approximation in analog resistive crossbars for recurrent neural networks
errNATURE COMMUNICATIONS
IF15.7
err2025-01-29
err2
errOAAI
errYang, Junyi; Mao, Ruibin; Jiang, Mingrui; Cheng, Yichuan; Sun, Pao-Sheng Vincent; Dong, Shuai; Pedretti, Giacomo; Sheng, Xia; Ignowski, Jim; Li, Can; Basu, Arindam
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RD-FAXID: Ransomware Detection with FPGA-Accelerated XGBoost
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2024-11-18
err0
errOAAI
errGajjar, Archit; Kashyap, Priyank; Aysu, Aydin; Franzon, Paul; Choi, Yongjin; Cheng, Chris; Pedretti, Giacomo; Ignowski, Jim
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Roadmap to neuromorphic computing with emerging technologies
errAPL MATERIALS
IF4.5
err2024-10-21
err6
errOAAI
errMehonic, 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
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Computing high-degree polynomial gradients in memory
errNATURE COMMUNICATIONS
IF15.7
err2024-09-18
err2
errOAAI
errBhattacharya, Tinish; Hutchinson, George H.; Pedretti, Giacomo; Sheng, Xia; Ignowski, Jim; Van Vaerenbergh, Thomas; Beausoleil, Ray; Strachan, John Paul; Strukov, Dmitri B.
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A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2021-12-01
err14
errOAAI
errMannocci, Piergiulio; Pedretti, Giacomo; Giannone, Elisabetta; Melacarne, Enrico; Sun, Zhong; Ielmini, Daniele
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In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks
errNATURE MATERIALS
IF38.5
err2021-10-04
err250
errOAAI
errMilano, Gianluca; Pedretti, Giacomo; Montano, Kevin; Ricci, Saverio; Hashemkhani, Shahin; Boarino, Luca; Ielmini, Daniele; Ricciardi, Carlo
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Tree-based machine learning performed in-memory with memristive analog CAM
errNATURE COMMUNICATIONS
IF15.7
err2021-10-04
err52
errOAAI
errPedretti, Giacomo; Graves, Catherine E.; Serebryakov, Sergey; Mao, Ruibin; Sheng, Xia; Foltin, Martin; Li, Can; Strachan, John Paul
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A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2021-08-19
err11
errOAAI
errMunoz-Martin, Irene; Bianchi, Stefano; Hashemkhani, Shahin; Pedretti, Giacomo; Melnic, Octavian; Ielmini, Daniele
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Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2020-11-16
err50
errOAAI
errWang, Wei; Covi, Erika; Milozzi, Alessandro; Farronato, Matteo; Ricci, Saverio; Sbandati, Caterina; Pedretti, Giacomo; Ielmini, Daniele
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Brain-Inspired Structural Plasticity through Reweighting and Rewiring in Multi-Terminal Self-Organizing Memristive Nanowire Networks
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2020-06-05
err86
errOAAI
errMilano, Gianluca; Pedretti, Giacomo; Fretto, Matteo; Boarino, Luca; Benfenati, Fabio; Ielmini, Daniele; Valov, Ilia; Ricciardi, Carlo
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errSave
Device and Circuit Architectures for In-Memory Computing
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2020-05-26
err107
errOAAI
errIelmini, Daniele; Pedretti, Giacomo
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
O
Onur Mutlu
H-index: 112 · Papers: 867
T
Thomas Mikolajick
H-index: 99 · Papers: 792
J
J. Joshua Yang
H-index: 91 · Papers: 471
F
Fabio Benfenati
H-index: 90 · Papers: 624
D
Daniele Ielmini
H-index: 83 · Papers: 520
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