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2022 roadmap on neuromorphic computing and engineering
Christensen, 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, Marković, 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
Published in Neuromorphic computing and engineering (01.06.2022)
Published in Neuromorphic computing and engineering (01.06.2022)
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Journal Article
Hands-on reservoir computing: a tutorial for practical implementation
Cucchi, Matteo, Abreu, Steven, Ciccone, Giuseppe, Brunner, Daniel, Kleemann, Hans
Published in Neuromorphic computing and engineering (01.09.2022)
Published in Neuromorphic computing and engineering (01.09.2022)
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Journal Article
Beyond classification: directly training spiking neural networks for semantic segmentation
Kim, Youngeun, Chough, Joshua, Panda, Priyadarshini
Published in Neuromorphic computing and engineering (01.12.2022)
Published in Neuromorphic computing and engineering (01.12.2022)
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Journal Article
A review of non-cognitive applications for neuromorphic computing
Aimone, James B, Date, Prasanna, Fonseca-Guerra, Gabriel A, Hamilton, Kathleen E, Henke, Kyle, Kay, Bill, Kenyon, Garrett T, Kulkarni, Shruti R, Mniszewski, Susan M, Parsa, Maryam, Risbud, Sumedh R, Schuman, Catherine D, Severa, William, Smith, J Darby
Published in Neuromorphic computing and engineering (01.09.2022)
Published in Neuromorphic computing and engineering (01.09.2022)
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Journal Article
Ferroelectric-based synapses and neurons for neuromorphic computing
Covi, Erika, Mulaosmanovic, Halid, Max, Benjamin, Slesazeck, Stefan, Mikolajick, Thomas
Published in Neuromorphic computing and engineering (01.03.2022)
Published in Neuromorphic computing and engineering (01.03.2022)
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Journal Article
DYNAP-SE2: a scalable multi-core dynamic neuromorphic asynchronous spiking neural network processor
Richter, Ole, Wu, Chenxi, Whatley, Adrian M, Köstinger, German, Nielsen, Carsten, Qiao, Ning, Indiveri, Giacomo
Published in Neuromorphic computing and engineering (01.03.2024)
Published in Neuromorphic computing and engineering (01.03.2024)
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Journal Article
Performance of reservoir computing in a random network of single-walled carbon nanotubes complexed with polyoxometalate
Akai-Kasaya, Megumi, Takeshima, Yuki, Kan, Shaohua, Nakajima, Kohei, Oya, Takahide, Asai, Tetsuya
Published in Neuromorphic computing and engineering (01.03.2022)
Published in Neuromorphic computing and engineering (01.03.2022)
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Journal Article
Ferroelectric memory based on two-dimensional materials for neuromorphic computing
Chen, Li, Pam, Mei Er, Li, Sifan, Ang, Kah-Wee
Published in Neuromorphic computing and engineering (01.06.2022)
Published in Neuromorphic computing and engineering (01.06.2022)
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Journal Article
The Intel neuromorphic DNS challenge
Timcheck, Jonathan, Shrestha, Sumit Bam, Ben Dayan Rubin, Daniel, Kupryjanow, Adam, Orchard, Garrick, Pindor, Lukasz, Shea, Timothy, Davies, Mike
Published in Neuromorphic computing and engineering (01.09.2023)
Published in Neuromorphic computing and engineering (01.09.2023)
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Journal Article
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks
Moraitis, Timoleon, Toichkin, Dmitry, Journé, Adrien, Chua, Yansong, Guo, Qinghai
Published in Neuromorphic computing and engineering (01.12.2022)
Published in Neuromorphic computing and engineering (01.12.2022)
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Journal Article
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control
Yan, Yexin, Stewart, Terrence C, Choo, Xuan, Vogginger, Bernhard, Partzsch, Johannes, Höppner, Sebastian, Kelber, Florian, Eliasmith, Chris, Furber, Steve, Mayr, Christian
Published in Neuromorphic computing and engineering (01.09.2021)
Published in Neuromorphic computing and engineering (01.09.2021)
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Journal Article
2D materials and van der Waals heterojunctions for neuromorphic computing
Zhang, Zirui, Yang, Dongliang, Li, Huihan, Li, Ce, Wang, Zhongrui, Sun, Linfeng, Yang, Heejun
Published in Neuromorphic computing and engineering (01.09.2022)
Published in Neuromorphic computing and engineering (01.09.2022)
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Journal Article
Fluctuation-driven initialization for spiking neural network training
Rossbroich, Julian, Gygax, Julia, Zenke, Friedemann
Published in Neuromorphic computing and engineering (01.12.2022)
Published in Neuromorphic computing and engineering (01.12.2022)
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Journal Article