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J

John Paul Strachan

forschungszentrum jülich

55H-index
196Paper Count
2.2WCitation Count
Published Papers 57
Publication Date
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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 Flexible and Energy-Efficient Compute-in-Memory Accelerator for Kolmogorov–Arnold Networks
errAdvanced Intelligent Systems
IF6.1
err2026-03-01
err0
errOAAI
errChirag Sudarshan; Oliver Artner; Paul-Philipp Manea; Sebastian Siegel; Susanne Hoffmann-Eifert; Regina Dittmann; John Paul Strachan
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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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Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators
errIEEE Journal on Emerging and Selected Topics in Circuits and Systems
IF3.8
err2026-02-06
err0
errOAAI
errJan Finkbeiner; Sebastian Siegel; Chirag Sudarshan; Yuankang Zhao; John Paul Strachan; Emre Neftci
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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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Analog in-memory computing attention mechanism for fast and energy-efficient large language models
errNature Computational Science
IF18.3
err2025-09-08
err0
errOAAI
errNathan Leroux; Paul-Philipp Manea; Chirag Sudarshan; Jan Finkbeiner; Sebastian Siegel; John Paul Strachan; Emre Neftci
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errSave
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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errSave
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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errSave
An analytical approach to engineer multistability in the oscillatory response of a pulse-driven ReRAM (vol 14, 5626, 2024)
errSCIENTIFIC REPORTS
IF3.9
err2024-09-03
err0
errOAAI
errAscoli, Alon; Schmitt, Nicolas; Messaris, Ioannis; Demirkol, Ahmet Samil; Strachan, John Paul; Tetzlaf, Ronald; Chua, Leon
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errSave
An analytical approach to engineer multistability in the oscillatory response of a pulse-driven ReRAM
errSCIENTIFIC REPORTS
IF3.9
err2024-03-07
err5
errOAAI
errAscoli, Alon; Schmitt, Nicolas; Messaris, Ioannis; Demirkol, Ahmet Samil; Strachan, John Paul; Tetzlaff, Ronald; Chua, Leon
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errSave
High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator
errNATURE COMMUNICATIONS
IF15.7
err2024-01-16
err11
errOAAI
errTossoun, Bassem; Liang, Di; Cheung, Stanley; Fang, Zhuoran; Sheng, Xia; Strachan, John Paul; Beausoleil, Raymond G.
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errSave
Unleashing the Power of Moiré Materials in Neuromorphic Computing
errCHINESE PHYSICS LETTERS
IF4.2
err2023-12-01
err1
PREAI
errStrachan, John Paul
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errSave
Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search
errNATURE COMMUNICATIONS
IF15.7
err2022-10-21
err23
errOAAI
errMao, Ruibin; Wen, Bo; Kazemi, Arman; Zhao, Yahui; Laguna, Ann Franchesca; Lin, Rui; Wong, Ngai; Niemier, Michael; Hu, X. Sharon; Sheng, Xia; Graves, Catherine E.; Strachan, John Paul; Li, Can
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errSave
2022 roadmap on neuromorphic computing and engineering
errNEUROMORPHIC COMPUTING AND ENGINEERING
IF6.1
err2022-05-20
err369
errOAAI
errChristensen, Dennis, V; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J.; Keene, Scott T.; Salleo, Alberto; Grollier, Julie; Markovic, Danijela; Mizrahi, Alice; Yao, Peng; Yang, J. Joshua; Indiveri, Giacomo; Strachan, John Paul; Datta, Suman; Vianello, Elisa; Valentian, Alexandre; Feldmann, Johannes; Li, Xuan; Pernice, Wolfram H. P.; Bhaskaran, Harish; Furber, Steve; Neftci, Emre; Scherr, Franz; Maass, Wolfgang; Ramaswamy, Srikanth; Tapson, Jonathan; Panda, Priyadarshini; Kim, Youngeun; Tanaka, Gouhei; Thorpe, Simon; Bartolozzi, Chiara; Cleland, Thomas A.; Posch, Christoph; Liu, Shihchii; Panuccio, Gabriella; Mahmud, Mufti; Mazumder, Arnab Neelim; Hosseini, Morteza; Mohsenin, Tinoosh; Donati, Elisa; Tolu, Silvia; Galeazzi, Roberto; Christensen, Martin Ejsing; Holm, Sune; Ielmini, Daniele; Pryds, N.
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Dynamical memristors for higher-complexity neuromorphic computing
errNATURE REVIEWS MATERIALS
IF86.2
err2022-04-08
err245
PREAI
errKumar, Suhas; Wang, Xinxin; Strachan, John Paul; Yang, Yuchao; Lu, Wei D.
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errSave
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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errSave
Fast Ising solvers based on oscillator networks
errNATURE ELECTRONICS
IF40.9
err2021-07-26
err1
PREAI
errStrachan, John Paul
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errSave
In-Memory Computing with Memristor Content Addressable Memories for Pattern Matching
errADVANCED MATERIALS
IF26.8
err2020-08-06
err66
PREAI
errGraves, Catherine E.; Li, Can; Sheng, Xia; Miller, Darrin; Ignowski, Jim; Kiyama, Lennie; Strachan, John Paul
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errSave
PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-Efficient ReRAM
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2020-08-01
err55
errOAAI
errAnkit, Aayush; El Hajj, Izzat; Chalamalasetti, Sai Rahul; Agarwal, Sapan; Marinella, Matthew; Foltin, Martin; Strachan, John Paul; Milojicic, Dejan; Hwu, Wen-Mei; Roy, Kaushik
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Research Directions

No research directions
Co-authors
Cooperation Journals
L
Leon O. Chua
H-index: 126 · Papers: 1.0K
R
R. Stanley Williams
H-index: 117 · Papers: 1.2K
R
Rainer Waser
H-index: 113 · Papers: 1.1K
O
Onur Mutlu
H-index: 112 · Papers: 867
A
Alberto Salleo
H-index: 105 · Papers: 485
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