Paul A Merolla, John V Arthur, Rodrigo Alvarez-Icaza, Andrew S Cassidy, Jun Sawada, Filipp Akopyan, Bryan L Jackson, Nabil Imam, Chen Guo, Yutaka Nakamura, Bernard Brezzo, Ivan Vo, Steven K Esser, Rathinakumar Appuswamy, Brian Taba, Arnon Amir, Myron D Flickner, William P Risk, Rajit Manohar, Dharmendra S Modha. Science 2014
Times Cited: 499
Times Cited: 499
Times Cited
Times Co-cited
Similarity
Training and operation of an integrated neuromorphic network based on metal-oxide memristors.
M Prezioso, F Merrikh-Bayat, B D Hoskins, G C Adam, K K Likharev, D B Strukov. Nature 2015
M Prezioso, F Merrikh-Bayat, B D Hoskins, G C Adam, K K Likharev, D B Strukov. Nature 2015
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Nanoscale memristor device as synapse in neuromorphic systems.
Sung Hyun Jo, Ting Chang, Idongesit Ebong, Bhavitavya B Bhadviya, Pinaki Mazumder, Wei Lu. Nano Lett 2010
Sung Hyun Jo, Ting Chang, Idongesit Ebong, Bhavitavya B Bhadviya, Pinaki Mazumder, Wei Lu. Nano Lett 2010
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A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing.
Yoeri van de Burgt, Ewout Lubberman, Elliot J Fuller, Scott T Keene, Grégorio C Faria, Sapan Agarwal, Matthew J Marinella, A Alec Talin, Alberto Salleo. Nat Mater 2017
Yoeri van de Burgt, Ewout Lubberman, Elliot J Fuller, Scott T Keene, Grégorio C Faria, Sapan Agarwal, Matthew J Marinella, A Alec Talin, Alberto Salleo. Nat Mater 2017
15
Neuromorphic computing with multi-memristive synapses.
Irem Boybat, Manuel Le Gallo, S R Nandakumar, Timoleon Moraitis, Thomas Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou. Nat Commun 2018
Irem Boybat, Manuel Le Gallo, S R Nandakumar, Timoleon Moraitis, Thomas Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou. Nat Commun 2018
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Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing.
Zhongrui Wang, Saumil Joshi, Sergey E Savel'ev, Hao Jiang, Rivu Midya, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Zhiyong Li,[...]. Nat Mater 2017
Zhongrui Wang, Saumil Joshi, Sergey E Savel'ev, Hao Jiang, Rivu Midya, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Zhiyong Li,[...]. Nat Mater 2017
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Memristive crossbar arrays for brain-inspired computing.
Qiangfei Xia, J Joshua Yang. Nat Mater 2019
Qiangfei Xia, J Joshua Yang. Nat Mater 2019
13
Neuromorphic silicon neuron circuits.
Giacomo Indiveri, Bernabé Linares-Barranco, Tara Julia Hamilton, André van Schaik, Ralph Etienne-Cummings, Tobi Delbruck, Shih-Chii Liu, Piotr Dudek, Philipp Häfliger, Sylvie Renaud,[...]. Front Neurosci 2011
Giacomo Indiveri, Bernabé Linares-Barranco, Tara Julia Hamilton, André van Schaik, Ralph Etienne-Cummings, Tobi Delbruck, Shih-Chii Liu, Piotr Dudek, Philipp Häfliger, Sylvie Renaud,[...]. Front Neurosci 2011
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Equivalent-accuracy accelerated neural-network training using analogue memory.
Stefano Ambrogio, Pritish Narayanan, Hsinyu Tsai, Robert M Shelby, Irem Boybat, Carmelo di Nolfo, Severin Sidler, Massimo Giordano, Martina Bodini, Nathan C P Farinha,[...]. Nature 2018
Stefano Ambrogio, Pritish Narayanan, Hsinyu Tsai, Robert M Shelby, Irem Boybat, Carmelo di Nolfo, Severin Sidler, Massimo Giordano, Martina Bodini, Nathan C P Farinha,[...]. Nature 2018
12
Short-term plasticity and long-term potentiation mimicked in single inorganic synapses.
Takeo Ohno, Tsuyoshi Hasegawa, Tohru Tsuruoka, Kazuya Terabe, James K Gimzewski, Masakazu Aono. Nat Mater 2011
Takeo Ohno, Tsuyoshi Hasegawa, Tohru Tsuruoka, Kazuya Terabe, James K Gimzewski, Masakazu Aono. Nat Mater 2011
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The missing memristor found.
Dmitri B Strukov, Gregory S Snider, Duncan R Stewart, R Stanley Williams. Nature 2008
Dmitri B Strukov, Gregory S Snider, Duncan R Stewart, R Stanley Williams. Nature 2008
12
Unsupervised learning of digit recognition using spike-timing-dependent plasticity.
Peter U Diehl, Matthew Cook. Front Comput Neurosci 2015
Peter U Diehl, Matthew Cook. Front Comput Neurosci 2015
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Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing.
Duygu Kuzum, Rakesh G D Jeyasingh, Byoungil Lee, H-S Philip Wong. Nano Lett 2012
Duygu Kuzum, Rakesh G D Jeyasingh, Byoungil Lee, H-S Philip Wong. Nano Lett 2012
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Stochastic phase-change neurons.
Tomas Tuma, Angeliki Pantazi, Manuel Le Gallo, Abu Sebastian, Evangelos Eleftheriou. Nat Nanotechnol 2016
Tomas Tuma, Angeliki Pantazi, Manuel Le Gallo, Abu Sebastian, Evangelos Eleftheriou. Nat Nanotechnol 2016
11
A bioinspired flexible organic artificial afferent nerve.
Yeongin Kim, Alex Chortos, Wentao Xu, Yuxin Liu, Jin Young Oh, Donghee Son, Jiheong Kang, Amir M Foudeh, Chenxin Zhu, Yeongjun Lee,[...]. Science 2018
Yeongin Kim, Alex Chortos, Wentao Xu, Yuxin Liu, Jin Young Oh, Donghee Son, Jiheong Kang, Amir M Foudeh, Chenxin Zhu, Yeongjun Lee,[...]. Science 2018
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Memristive devices for computing.
J Joshua Yang, Dmitri B Strukov, Duncan R Stewart. Nat Nanotechnol 2013
J Joshua Yang, Dmitri B Strukov, Duncan R Stewart. Nat Nanotechnol 2013
10
All-optical spiking neurosynaptic networks with self-learning capabilities.
J Feldmann, N Youngblood, C D Wright, H Bhaskaran, W H P Pernice. Nature 2019
J Feldmann, N Youngblood, C D Wright, H Bhaskaran, W H P Pernice. Nature 2019
11
Towards artificial general intelligence with hybrid Tianjic chip architecture.
Jing Pei, Lei Deng, Sen Song, Mingguo Zhao, Youhui Zhang, Shuang Wu, Guanrui Wang, Zhe Zou, Zhenzhi Wu, Wei He,[...]. Nature 2019
Jing Pei, Lei Deng, Sen Song, Mingguo Zhao, Youhui Zhang, Shuang Wu, Guanrui Wang, Zhe Zou, Zhenzhi Wu, Wei He,[...]. Nature 2019
19
Towards spike-based machine intelligence with neuromorphic computing.
Kaushik Roy, Akhilesh Jaiswal, Priyadarshini Panda. Nature 2019
Kaushik Roy, Akhilesh Jaiswal, Priyadarshini Panda. Nature 2019
13
Supervised Learning Based on Temporal Coding in Spiking Neural Networks.
Hesham Mostafa. IEEE Trans Neural Netw Learn Syst 2018
Hesham Mostafa. IEEE Trans Neural Netw Learn Syst 2018
22
Fully hardware-implemented memristor convolutional neural network.
Peng Yao, Huaqiang Wu, Bin Gao, Jianshi Tang, Qingtian Zhang, Wenqiang Zhang, J Joshua Yang, He Qian. Nature 2020
Peng Yao, Huaqiang Wu, Bin Gao, Jianshi Tang, Qingtian Zhang, Wenqiang Zhang, J Joshua Yang, He Qian. Nature 2020
10
SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks.
Friedemann Zenke, Surya Ganguli. Neural Comput 2018
Friedemann Zenke, Surya Ganguli. Neural Comput 2018
16
Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing.
Elliot J Fuller, Scott T Keene, Armantas Melianas, Zhongrui Wang, Sapan Agarwal, Yiyang Li, Yaakov Tuchman, Conrad D James, Matthew J Marinella, J Joshua Yang,[...]. Science 2019
Elliot J Fuller, Scott T Keene, Armantas Melianas, Zhongrui Wang, Sapan Agarwal, Yiyang Li, Yaakov Tuchman, Conrad D James, Matthew J Marinella, J Joshua Yang,[...]. Science 2019
9
Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide.
Vinod K Sangwan, Hong-Sub Lee, Hadallia Bergeron, Itamar Balla, Megan E Beck, Kan-Sheng Chen, Mark C Hersam. Nature 2018
Vinod K Sangwan, Hong-Sub Lee, Hadallia Bergeron, Itamar Balla, Megan E Beck, Kan-Sheng Chen, Mark C Hersam. Nature 2018
9
Artificial optic-neural synapse for colored and color-mixed pattern recognition.
Seunghwan Seo, Seo-Hyeon Jo, Sungho Kim, Jaewoo Shim, Seyong Oh, Jeong-Hoon Kim, Keun Heo, Jae-Woong Choi, Changhwan Choi, Saeroonter Oh,[...]. Nat Commun 2018
Seunghwan Seo, Seo-Hyeon Jo, Sungho Kim, Jaewoo Shim, Seyong Oh, Jeong-Hoon Kim, Keun Heo, Jae-Woong Choi, Changhwan Choi, Saeroonter Oh,[...]. Nat Commun 2018
9
Optoelectronic resistive random access memory for neuromorphic vision sensors.
Feichi Zhou, Zheng Zhou, Jiewei Chen, Tsz Hin Choy, Jingli Wang, Ning Zhang, Ziyuan Lin, Shimeng Yu, Jinfeng Kang, H-S Philip Wong,[...]. Nat Nanotechnol 2019
Feichi Zhou, Zheng Zhou, Jiewei Chen, Tsz Hin Choy, Jingli Wang, Ning Zhang, Ziyuan Lin, Shimeng Yu, Jinfeng Kang, H-S Philip Wong,[...]. Nat Nanotechnol 2019
9
A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses.
Ning Qiao, Hesham Mostafa, Federico Corradi, Marc Osswald, Fabio Stefanini, Dora Sumislawska, Giacomo Indiveri. Front Neurosci 2015
Ning Qiao, Hesham Mostafa, Federico Corradi, Marc Osswald, Fabio Stefanini, Dora Sumislawska, Giacomo Indiveri. Front Neurosci 2015
9
Stretchable organic optoelectronic sensorimotor synapse.
Yeongjun Lee, Jin Young Oh, Wentao Xu, Onnuri Kim, Taeho Roy Kim, Jiheong Kang, Yeongin Kim, Donghee Son, Jeffery B-H Tok, Moon Jeong Park,[...]. Sci Adv 2018
Yeongjun Lee, Jin Young Oh, Wentao Xu, Onnuri Kim, Taeho Roy Kim, Jiheong Kang, Yeongin Kim, Donghee Son, Jeffery B-H Tok, Moon Jeong Park,[...]. Sci Adv 2018
10
SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations.
Shinhyun Choi, Scott H Tan, Zefan Li, Yunjo Kim, Chanyeol Choi, Pai-Yu Chen, Hanwool Yeon, Shimeng Yu, Jeehwan Kim. Nat Mater 2018
Shinhyun Choi, Scott H Tan, Zefan Li, Yunjo Kim, Chanyeol Choi, Pai-Yu Chen, Hanwool Yeon, Shimeng Yu, Jeehwan Kim. Nat Mater 2018
8
Deep learning in spiking neural networks.
Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh, Timothée Masquelier, Anthony Maida. Neural Netw 2019
Amirhossein Tavanaei, Masoud Ghodrati, Saeed Reza Kheradpisheh, Timothée Masquelier, Anthony Maida. Neural Netw 2019
12
Going Deeper in Spiking Neural Networks: VGG and Residual Architectures.
Abhronil Sengupta, Yuting Ye, Robert Wang, Chiao Liu, Kaushik Roy. Front Neurosci 2019
Abhronil Sengupta, Yuting Ye, Robert Wang, Chiao Liu, Kaushik Roy. Front Neurosci 2019
16
A Scalable Multicore Architecture With Heterogeneous Memory Structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs).
Saber Moradi, Ning Qiao, Fabio Stefanini, Giacomo Indiveri. IEEE Trans Biomed Circuits Syst 2018
Saber Moradi, Ning Qiao, Fabio Stefanini, Giacomo Indiveri. IEEE Trans Biomed Circuits Syst 2018
16
Synergistic Gating of Electro-Iono-Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity.
Rohit Abraham John, Fucai Liu, Nguyen Anh Chien, Mohit R Kulkarni, Chao Zhu, Qundong Fu, Arindam Basu, Zheng Liu, Nripan Mathews. Adv Mater 2018
Rohit Abraham John, Fucai Liu, Nguyen Anh Chien, Mohit R Kulkarni, Chao Zhu, Qundong Fu, Arindam Basu, Zheng Liu, Nripan Mathews. Adv Mater 2018
10
Efficient and self-adaptive in-situ learning in multilayer memristor neural networks.
Can Li, Daniel Belkin, Yunning Li, Peng Yan, Miao Hu, Ning Ge, Hao Jiang, Eric Montgomery, Peng Lin, Zhongrui Wang,[...]. Nat Commun 2018
Can Li, Daniel Belkin, Yunning Li, Peng Yan, Miao Hu, Ning Ge, Hao Jiang, Eric Montgomery, Peng Lin, Zhongrui Wang,[...]. Nat Commun 2018
8
Face classification using electronic synapses.
Peng Yao, Huaqiang Wu, Bin Gao, Sukru Burc Eryilmaz, Xueyao Huang, Wenqiang Zhang, Qingtian Zhang, Ning Deng, Luping Shi, H-S Philip Wong,[...]. Nat Commun 2017
Peng Yao, Huaqiang Wu, Bin Gao, Sukru Burc Eryilmaz, Xueyao Huang, Wenqiang Zhang, Qingtian Zhang, Ning Deng, Luping Shi, H-S Philip Wong,[...]. Nat Commun 2017
7
Memory devices and applications for in-memory computing.
Abu Sebastian, Manuel Le Gallo, Riduan Khaddam-Aljameh, Evangelos Eleftheriou. Nat Nanotechnol 2020
Abu Sebastian, Manuel Le Gallo, Riduan Khaddam-Aljameh, Evangelos Eleftheriou. Nat Nanotechnol 2020
9
Convolutional networks for fast, energy-efficient neuromorphic computing.
Steven K Esser, Paul A Merolla, John V Arthur, Andrew S Cassidy, Rathinakumar Appuswamy, Alexander Andreopoulos, David J Berg, Jeffrey L McKinstry, Timothy Melano, Davis R Barch,[...]. Proc Natl Acad Sci U S A 2016
Steven K Esser, Paul A Merolla, John V Arthur, Andrew S Cassidy, Rathinakumar Appuswamy, Alexander Andreopoulos, David J Berg, Jeffrey L McKinstry, Timothy Melano, Davis R Barch,[...]. Proc Natl Acad Sci U S A 2016
7
Ultrafast machine vision with 2D material neural network image sensors.
Lukas Mennel, Joanna Symonowicz, Stefan Wachter, Dmitry K Polyushkin, Aday J Molina-Mendoza, Thomas Mueller. Nature 2020
Lukas Mennel, Joanna Symonowicz, Stefan Wachter, Dmitry K Polyushkin, Aday J Molina-Mendoza, Thomas Mueller. Nature 2020
9
Training Deep Spiking Neural Networks Using Backpropagation.
Jun Haeng Lee, Tobi Delbruck, Michael Pfeiffer. Front Neurosci 2016
Jun Haeng Lee, Tobi Delbruck, Michael Pfeiffer. Front Neurosci 2016
7
Artificial synapse network on inorganic proton conductor for neuromorphic systems.
Li Qiang Zhu, Chang Jin Wan, Li Qiang Guo, Yi Shi, Qing Wan. Nat Commun 2014
Li Qiang Zhu, Chang Jin Wan, Li Qiang Guo, Yi Shi, Qing Wan. Nat Commun 2014
6
Synaptic electronics: materials, devices and applications.
Duygu Kuzum, Shimeng Yu, H-S Philip Wong. Nanotechnology 2013
Duygu Kuzum, Shimeng Yu, H-S Philip Wong. Nanotechnology 2013
6
Mastering the game of Go without human knowledge.
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton,[...]. Nature 2017
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton,[...]. Nature 2017
6
Low-Power, Electrochemically Tunable Graphene Synapses for Neuromorphic Computing.
Mohammad Taghi Sharbati, Yanhao Du, Jorge Torres, Nolan D Ardolino, Minhee Yun, Feng Xiong. Adv Mater 2018
Mohammad Taghi Sharbati, Yanhao Du, Jorge Torres, Nolan D Ardolino, Minhee Yun, Feng Xiong. Adv Mater 2018
10
A MoS2 /PTCDA Hybrid Heterojunction Synapse with Efficient Photoelectric Dual Modulation and Versatility.
Shuiyuan Wang, Chunsheng Chen, Zhihao Yu, Yongli He, Xiaoyao Chen, Qing Wan, Yi Shi, David Wei Zhang, Hao Zhou, Xinran Wang,[...]. Adv Mater 2019
Shuiyuan Wang, Chunsheng Chen, Zhihao Yu, Yongli He, Xiaoyao Chen, Qing Wan, Yi Shi, David Wei Zhang, Hao Zhou, Xinran Wang,[...]. Adv Mater 2019
7
Learning through ferroelectric domain dynamics in solid-state synapses.
Sören Boyn, Julie Grollier, Gwendal Lecerf, Bin Xu, Nicolas Locatelli, Stéphane Fusil, Stéphanie Girod, Cécile Carrétéro, Karin Garcia, Stéphane Xavier,[...]. Nat Commun 2017
Sören Boyn, Julie Grollier, Gwendal Lecerf, Bin Xu, Nicolas Locatelli, Stéphane Fusil, Stéphanie Girod, Cécile Carrétéro, Karin Garcia, Stéphane Xavier,[...]. Nat Commun 2017
6
Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing.
Yan Wang, Ziyu Lv, Jinrui Chen, Zhanpeng Wang, Ye Zhou, Li Zhou, Xiaoli Chen, Su-Ting Han. Adv Mater 2018
Yan Wang, Ziyu Lv, Jinrui Chen, Zhanpeng Wang, Ye Zhou, Li Zhou, Xiaoli Chen, Su-Ting Han. Adv Mater 2018
6
Reservoir computing using dynamic memristors for temporal information processing.
Chao Du, Fuxi Cai, Mohammed A Zidan, Wen Ma, Seung Hwan Lee, Wei D Lu. Nat Commun 2017
Chao Du, Fuxi Cai, Mohammed A Zidan, Wen Ma, Seung Hwan Lee, Wei D Lu. Nat Commun 2017
7
Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.