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Material Type: Article
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Training Spiking Neural Networks Using Lessons From Deep LearningProceedings of the IEEE, 2023-09, Vol.111 (9), p.1016-1054 [Peer Reviewed Journal]ISSN: 0018-9219 ;EISSN: 1558-2256 ;DOI: 10.1109/JPROC.2023.3308088 ;CODEN: IEEPADDigital Resources/Online E-Resources |
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Material Type: Article
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Ev-ReconNet: Visual Place Recognition using Event Camera with Spiking Neural NetworksIEEE sensors journal, 2023-09, p.1-1 [Peer Reviewed Journal]ISSN: 1530-437X ;EISSN: 1558-1748 ;DOI: 10.1109/JSEN.2023.3298828 ;CODEN: ISJEAZDigital Resources/Online E-Resources |
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Material Type: Article
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Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural NetworksFrontiers in neuroscience, 2020-05, Vol.14, p.439-439 [Peer Reviewed Journal]Copyright © 2020 Kugele, Pfeil, Pfeiffer and Chicca. ;2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2020 Kugele, Pfeil, Pfeiffer and Chicca. 2020 Kugele, Pfeil, Pfeiffer and Chicca ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2020.00439 ;PMID: 32431592Full text available |
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Material Type: Article
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Neural Coding in Spiking Neural Networks: A Comparative Study for Robust Neuromorphic SystemsFrontiers in neuroscience, 2021-03, Vol.15, p.638474-638474 [Peer Reviewed Journal]Copyright © 2021 Guo, Fouda, Eltawil and Salama. ;2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2021 Guo, Fouda, Eltawil and Salama. 2021 Guo, Fouda, Eltawil and Salama ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2021.638474 ;PMID: 33746705Full text available |
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5 |
Material Type: Article
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A Survey of Encoding Techniques for Signal Processing in Spiking Neural NetworksNeural processing letters, 2021-12, Vol.53 (6), p.4693-4710 [Peer Reviewed Journal]The Author(s) 2021 ;ISSN: 1370-4621 ;EISSN: 1573-773X ;DOI: 10.1007/s11063-021-10562-2Digital Resources/Online E-Resources |
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Material Type: Article
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First-Spike-Based Visual Categorization Using Reward-Modulated STDPIEEE transaction on neural networks and learning systems, 2018-12, Vol.29 (12), p.6178-6190Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 2162-237X ;EISSN: 2162-2388 ;DOI: 10.1109/tnnls.2018.2826721Digital Resources/Online E-Resources |
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Material Type: Article
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Editorial: Artificial Neural Networks as Models of Neural Information ProcessingFrontiers in computational neuroscience, 2017-12, Vol.11, p.114-114 [Peer Reviewed Journal]2017. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2017 van Gerven and Bohte. 2017 van Gerven and Bohte ;ISSN: 1662-5188 ;EISSN: 1662-5188 ;DOI: 10.3389/fncom.2017.00114 ;PMID: 29311884Full text available |
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Material Type: Article
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Demonstrating Advantages of Neuromorphic Computation: A Pilot StudyFrontiers in neuroscience, 2019-03, Vol.13, p.260-260 [Peer Reviewed Journal]2019. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2019 Wunderlich, Kungl, Müller, Hartel, Stradmann, Aamir, Grübl, Heimbrecht, Schreiber, Stöckel, Pehle, Billaudelle, Kiene, Mauch, Schemmel, Meier and Petrovici. 2019 Wunderlich, Kungl, Müller, Hartel, Stradmann, Aamir, Grübl, Heimbrecht, Schreiber, Stöckel, Pehle, Billaudelle, Kiene, Mauch, Schemmel, Meier and Petrovici ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2019.00260 ;PMID: 30971881Full text available |
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9 |
Material Type: Article
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SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per NeuronFrontiers in neuroscience, 2019-07, Vol.13, p.625-625 [Peer Reviewed Journal]2019. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Distributed under a Creative Commons Attribution 4.0 International License ;Copyright © 2019 Mozafari, Ganjtabesh, Nowzari-Dalini and Masquelier. 2019 Mozafari, Ganjtabesh, Nowzari-Dalini and Masquelier ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2019.00625 ;PMID: 31354403Full text available |
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10 |
Material Type: Article
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Simple framework for constructing functional spiking recurrent neural networksProceedings of the National Academy of Sciences - PNAS, 2019-11, Vol.116 (45), p.22811-22820 [Peer Reviewed Journal]Copyright National Academy of Sciences Nov 5, 2019 ;2019 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1905926116 ;PMID: 31636215Full text available |
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11 |
Material Type: Article
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Spiking Neural Networks and Their Applications: A ReviewBrain sciences, 2022-06, Vol.12 (7), p.863 [Peer Reviewed Journal]2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2022 by the authors. 2022 ;ISSN: 2076-3425 ;EISSN: 2076-3425 ;DOI: 10.3390/brainsci12070863 ;PMID: 35884670Full text available |
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12 |
Material Type: Article
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Minitaur, an Event-Driven FPGA-Based Spiking Network AcceleratorIEEE transactions on very large scale integration (VLSI) systems, 2014-12, Vol.22 (12), p.2621-2628 [Peer Reviewed Journal]ISSN: 1063-8210 ;EISSN: 1557-9999 ;DOI: 10.1109/TVLSI.2013.2294916 ;CODEN: IEVSE9Digital Resources/Online E-Resources |
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13 |
Material Type: Article
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STDP and STDP variations with memristors for spiking neuromorphic learning systemsFrontiers in neuroscience, 2013-01, Vol.7, p.2-2 [Peer Reviewed Journal]2013. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Attribution ;Copyright © 2013 Serrano-Gotarredona, Masquelier, Prodromakis, Indiveri and Linares-Barranco. 2013 ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2013.00002 ;PMID: 23423540Full text available |
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Material Type: Article
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Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC InfrastructureFrontiers in neuroinformatics, 2022-05, Vol.16, p.884180-884180 [Peer Reviewed Journal]Copyright © 2022 Feldotto, Eppler, Jimenez-Romero, Bignamini, Gutierrez, Albanese, Retamino, Vorobev, Zolfaghari, Upton, Sun, Yamaura, Heidarinejad, Klijn, Morrison, Cruz, McMurtrie, Knoll, Igarashi, Yamazaki, Doya and Morin. ;2022. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2022 Feldotto, Eppler, Jimenez-Romero, Bignamini, Gutierrez, Albanese, Retamino, Vorobev, Zolfaghari, Upton, Sun, Yamaura, Heidarinejad, Klijn, Morrison, Cruz, McMurtrie, Knoll, Igarashi, Yamazaki, Doya and Morin. 2022 Feldotto, Eppler, Jimenez-Romero, Bignamini, Gutierrez, Albanese, Retamino, Vorobev, Zolfaghari, Upton, Sun, Yamaura, Heidarinejad, Klijn, Morrison, Cruz, McMurtrie, Knoll, Igarashi, Yamazaki, Doya and Morin ;ISSN: 1662-5196 ;EISSN: 1662-5196 ;DOI: 10.3389/fninf.2022.884180 ;PMID: 35662903Full text available |
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15 |
Material Type: Article
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Deep Spiking Neural Networks for Large Vocabulary Automatic Speech RecognitionFrontiers in neuroscience, 2020-03, Vol.14, p.199-199 [Peer Reviewed Journal]Copyright © 2020 Wu, Yılmaz, Zhang, Li and Tan. ;2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2020 Wu, Yılmaz, Zhang, Li and Tan. 2020 Wu, Yılmaz, Zhang, Li and Tan ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2020.00199 ;PMID: 32256308Full text available |
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16 |
Material Type: Article
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Spatial Properties of STDP in a Self-Learning Spiking Neural Network Enable Controlling a Mobile RobotFrontiers in neuroscience, 2020-02, Vol.14, p.88-88 [Peer Reviewed Journal]Copyright © 2020 Lobov, Mikhaylov, Shamshin, Makarov and Kazantsev. ;2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2020 Lobov, Mikhaylov, Shamshin, Makarov and Kazantsev. 2020 Lobov, Mikhaylov, Shamshin, Makarov and Kazantsev ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2020.00088 ;PMID: 32174804Full text available |
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17 |
Material Type: Article
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An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor DataFrontiers in neuroscience, 2017-06, Vol.11, p.350-350 [Peer Reviewed Journal]2017. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Attribution ;Copyright © 2017 Stromatias, Soto, Serrano-Gotarredona and Linares-Barranco. 2017 Stromatias, Soto, Serrano-Gotarredona and Linares-Barranco ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2017.00350 ;PMID: 28701911Full text available |
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18 |
Material Type: Article
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Neuromorphic Spiking Neural Networks and Their Memristor-CMOS Hardware ImplementationsMaterials, 2019-08, Vol.12 (17), p.2745 [Peer Reviewed Journal]2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2019 by the authors. 2019 ;ISSN: 1996-1944 ;EISSN: 1996-1944 ;DOI: 10.3390/ma12172745 ;PMID: 31461877Full text available |
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19 |
Material Type: Article
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GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical ModelFrontiers in neuroscience, 2018-12, Vol.12, p.941-941 [Peer Reviewed Journal]2018. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2018 Knight and Nowotny. 2018 Knight and Nowotny ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2018.00941 ;PMID: 30618570Full text available |
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Material Type: Article
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Stochastic Synapses Enable Efficient Brain-Inspired Learning MachinesFrontiers in neuroscience, 2016-06, Vol.10, p.241-241 [Peer Reviewed Journal]2016. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Copyright © 2016 Neftci, Pedroni, Joshi, Al-Shedivat and Cauwenberghs. 2016 Neftci, Pedroni, Joshi, Al-Shedivat and Cauwenberghs ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2016.00241 ;PMID: 27445650Full text available |