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1
Spiking Neural Networks and online learning: An overview and perspectives
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Spiking Neural Networks and online learning: An overview and perspectives

Neural 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.2019.09.004

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2
Quantization Framework for Fast Spiking Neural Networks
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Quantization Framework for Fast Spiking Neural Networks

Frontiers 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: 35928011

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3
Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks
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Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks

Frontiers 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: 32431592

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4
Neural Coding in Spiking Neural Networks: A Comparative Study for Robust Neuromorphic Systems
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Neural Coding in Spiking Neural Networks: A Comparative Study for Robust Neuromorphic Systems

Frontiers 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: 33746705

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5
Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization
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Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization

Frontiers 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: 32694977

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6
Editorial: Artificial Neural Networks as Models of Neural Information Processing
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Editorial: Artificial Neural Networks as Models of Neural Information Processing

Frontiers 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: 29311884

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7
Demonstrating Advantages of Neuromorphic Computation: A Pilot Study
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Demonstrating Advantages of Neuromorphic Computation: A Pilot Study

Frontiers 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: 30971881

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8
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron
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SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron

Frontiers 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: 31354403

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9
Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing
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Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing

Frontiers 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: 32903824

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10
Spiking Neural Networks and Their Applications: A Review
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Spiking Neural Networks and Their Applications: A Review

Brain 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: 35884670

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11
STDP and STDP variations with memristors for spiking neuromorphic learning systems
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STDP and STDP variations with memristors for spiking neuromorphic learning systems

Frontiers 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: 23423540

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12
Exploring the Connection Between Binary and Spiking Neural Networks
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Exploring the Connection Between Binary and Spiking Neural Networks

Frontiers 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: 32670002

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13
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
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Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition

Frontiers 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: 32256308

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14
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 Fugaku
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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 Fugaku

Frontiers 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.2023.1269848

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15
Spatial Properties of STDP in a Self-Learning Spiking Neural Network Enable Controlling a Mobile Robot
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Spatial Properties of STDP in a Self-Learning Spiking Neural Network Enable Controlling a Mobile Robot

Frontiers 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: 32174804

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16
An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data
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An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data

Frontiers 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: 28701911

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17
GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model
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GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model

Frontiers 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: 30618570

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18
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines
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Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines

Frontiers 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: 27445650

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19
Spike avalanches in vivo suggest a driven, slightly subcritical brain state
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Spike avalanches in vivo suggest a driven, slightly subcritical brain state

Frontiers 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: 25009473

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20
Design Space Exploration of hardware spiking neurons for embedded Artificial Intelligence
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Design Space Exploration of hardware spiking neurons for embedded Artificial Intelligence

Neural networks, 2020-01, Vol.121, p.366-386 [Peer Reviewed Journal]

Attribution - NonCommercial ;ISSN: 0893-6080 ;EISSN: 1879-2782 ;DOI: 10.1016/j.neunet.2019.09.024

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