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Material Type: Article
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Spiking Neural Networks and online learning: An overview and perspectivesNeural networks, 2020-01, Vol.121, p.88-100 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0893-6080 ;EISSN: 1879-2782 ;DOI: 10.1016/j.neunet.2019.09.004Digital Resources/Online E-Resources |
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Material Type: Article
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Quantization Framework for Fast Spiking Neural NetworksFrontiers in neuroscience, 2022-07, Vol.16, p.918793-918793 [Peer Reviewed Journal]Copyright © 2022 Li, Ma and Furber. 2022 Li, Ma and Furber ;ISSN: 1662-453X ;ISSN: 1662-4548 ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2022.918793 ;PMID: 35928011Full text available |
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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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Material Type: Article
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Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and HybridizationFrontiers in neuroscience, 2020-06, Vol.14, p.653-653 [Peer Reviewed Journal]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 Panda, Aketi and Roy. 2020 Panda, Aketi and Roy ;ISSN: 1662-453X ;ISSN: 1662-4548 ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2020.00653 ;PMID: 32694977Full text available |
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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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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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Material Type: Article
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Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic ComputingFrontiers in neuroscience, 2020-08, Vol.14 (520438), p.637-637 [Peer Reviewed Journal]Copyright © 2020 Ceolini, Frenkel, Shrestha, Taverni, Khacef, Payvand and Donati. ;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. ;Distributed under a Creative Commons Attribution 4.0 International License ;Copyright © 2020 Ceolini, Frenkel, Shrestha, Taverni, Khacef, Payvand and Donati. 2020 Ceolini, Frenkel, Shrestha, Taverni, Khacef, Payvand and Donati ;ISSN: 1662-4548 ;ISSN: 1662-453X ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2020.00637 ;PMID: 32903824Full text available |
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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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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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Exploring the Connection Between Binary and Spiking Neural NetworksFrontiers in neuroscience, 2020-06, Vol.14, p.535-535 [Peer Reviewed Journal]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 Lu and Sengupta. 2020 Lu and Sengupta ;ISSN: 1662-453X ;ISSN: 1662-4548 ;EISSN: 1662-453X ;DOI: 10.3389/fnins.2020.00535 ;PMID: 32670002Full text available |
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13 |
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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14 |
Material Type: Article
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Embodied bidirectional simulation of a spiking cortico-basal ganglia-cerebellar-thalamic brain model and a mouse musculoskeletal body model distributed across computers including the supercomputer FugakuFrontiers in neurorobotics, 2023-10, Vol.17, p.1269848-1269848 [Peer Reviewed Journal]Copyright © 2023 Kuniyoshi, Kuriyama, Omura, Gutierrez, Sun, Feldotto, Albanese, Knoll, Yamada, Hirayama, Morin, Igarashi, Doya and Yamazaki. 2023 Kuniyoshi, Kuriyama, Omura, Gutierrez, Sun, Feldotto, Albanese, Knoll, Yamada, Hirayama, Morin, Igarashi, Doya and Yamazaki ;ISSN: 1662-5218 ;EISSN: 1662-5218 ;DOI: 10.3389/fnbot.2023.1269848Full text available |
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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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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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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 |
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Material Type: Article
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Spike avalanches in vivo suggest a driven, slightly subcritical brain stateFrontiers in systems neuroscience, 2014-01, Vol.8, p.108-108 [Peer Reviewed Journal]Copyright © 2014 Priesemann, Wibral, Valderrama, Pröpper, Le Van Quyen, Geisel, Triesch, Nikolić and Munk. 2014 ;ISSN: 1662-5137 ;EISSN: 1662-5137 ;DOI: 10.3389/fnsys.2014.00108 ;PMID: 25009473Full text available |
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Material Type: Article
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Design Space Exploration of hardware spiking neurons for embedded Artificial IntelligenceNeural networks, 2020-01, Vol.121, p.366-386 [Peer Reviewed Journal]Attribution - NonCommercial ;ISSN: 0893-6080 ;EISSN: 1879-2782 ;DOI: 10.1016/j.neunet.2019.09.024Digital Resources/Online E-Resources |