Journal articles on the topic 'Neuromorphic computer systems'
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Dunham, Christopher S., Sam Lilak, Joel Hochstetter, et al. "Nanoscale neuromorphic networks and criticality: a perspective." Journal of Physics: Complexity 2, no. 4 (2021): 042001. http://dx.doi.org/10.1088/2632-072x/ac3ad3.
Full textFerreira de Lima, Thomas, Alexander N. Tait, Armin Mehrabian, et al. "Primer on silicon neuromorphic photonic processors: architecture and compiler." Nanophotonics 9, no. 13 (2020): 4055–73. http://dx.doi.org/10.1515/nanoph-2020-0172.
Full textJang, Taejin, Suhyeon Kim, Jeesoo Chang, et al. "3D AND-Type Stacked Array for Neuromorphic Systems." Micromachines 11, no. 9 (2020): 829. http://dx.doi.org/10.3390/mi11090829.
Full textLiu, Te-Yuan, Ata Mahjoubfar, Daniel Prusinski, and Luis Stevens. "Neuromorphic computing for content-based image retrieval." PLOS ONE 17, no. 4 (2022): e0264364. http://dx.doi.org/10.1371/journal.pone.0264364.
Full textBhat, Pranava. "Analysis of Neuromorphic Computing Systems and its Applications in Machine Learning." International Journal for Research in Applied Science and Engineering Technology 9, no. VI (2021): 5309–12. http://dx.doi.org/10.22214/ijraset.2021.35601.
Full textChoi, Hyun-Seok, Yu Jeong Park, Jong-Ho Lee, and Yoon Kim. "3-D Synapse Array Architecture Based on Charge-Trap Flash Memory for Neuromorphic Application." Electronics 9, no. 1 (2019): 57. http://dx.doi.org/10.3390/electronics9010057.
Full textVarshika, M. Lakshmi, Federico Corradi, and Anup Das. "Nonvolatile Memories in Spiking Neural Network Architectures: Current and Emerging Trends." Electronics 11, no. 10 (2022): 1610. http://dx.doi.org/10.3390/electronics11101610.
Full textYoung, Aaron R., Mark E. Dean, James S. Plank, and Garrett S. Rose. "A Review of Spiking Neuromorphic Hardware Communication Systems." IEEE Access 7 (2019): 135606–20. http://dx.doi.org/10.1109/access.2019.2941772.
Full textChung, Jaeyong, Taehwan Shin, and Joon-Sung Yang. "Simplifying Deep Neural Networks for FPGA-Like Neuromorphic Systems." IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38, no. 11 (2019): 2032–42. http://dx.doi.org/10.1109/tcad.2018.2877016.
Full textKang, Yongshin, Joon-Sung Yang, and Jaeyong Chung. "Weight Partitioning for Dynamic Fixed-Point Neuromorphic Computing Systems." IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38, no. 11 (2019): 2167–71. http://dx.doi.org/10.1109/tcad.2018.2878167.
Full textKurshan, Eren, Hai Li, Mingoo Seok, and Yuan Xie. "A Case for 3D Integrated System Design for Neuromorphic Computing and AI Applications." International Journal of Semantic Computing 14, no. 04 (2020): 457–75. http://dx.doi.org/10.1142/s1793351x20500063.
Full textHughes, Mark A., Mike J. Shipston, and Alan F. Murray. "Towards a ‘siliconeural computer’: technological successes and challenges." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 373, no. 2046 (2015): 20140217. http://dx.doi.org/10.1098/rsta.2014.0217.
Full textYang, Chaofei, Ximing Qiao, and Yiran Chen. "Neuromorphic Computing Systems: From CMOS To Emerging Nonvolatile Memory." IPSJ Transactions on System LSI Design Methodology 12 (2019): 53–64. http://dx.doi.org/10.2197/ipsjtsldm.12.53.
Full textJeong, YeonJoo, Mohammed A. Zidan, and Wei D. Lu. "Parasitic Effect Analysis in Memristor-Array-Based Neuromorphic Systems." IEEE Transactions on Nanotechnology 17, no. 1 (2018): 184–93. http://dx.doi.org/10.1109/tnano.2017.2784364.
Full textBieszczad, Andrzej, and Bernard Pagurek. "Neurosolver: Neuromorphic general problem solver." Information Sciences 105, no. 1-4 (1998): 239–77. http://dx.doi.org/10.1016/s0020-0255(97)10027-5.
Full textBhattacharya, Tinish, Sai Li, Yangqi Huang, Wang Kang, Weisheng Zhao, and Manan Suri. "Low-Power (1T1N) Skyrmionic Synapses for Spiking Neuromorphic Systems." IEEE Access 7 (2019): 5034–44. http://dx.doi.org/10.1109/access.2018.2886854.
Full textMcOWAN, PETER W., CHRISTOPHER BENTON, JASON DALE, and ALAN JOHNSTON. "A MULTI-DIFFERENTIAL NEUROMORPHIC APPROACH TO MOTION DETECTION." International Journal of Neural Systems 09, no. 05 (1999): 429–34. http://dx.doi.org/10.1142/s0129065799000435.
Full textKotov, V. B., and F. A. Yudkin. "Modeling and Characterization of Resistor Elements for Neuromorphic Systems." Optical Memory and Neural Networks 28, no. 4 (2019): 271–82. http://dx.doi.org/10.3103/s1060992x19040040.
Full textSerrano-Gotarredona, T., T. Prodromakis, and B. Linares-Barranco. "A Proposal for Hybrid Memristor-CMOS Spiking Neuromorphic Learning Systems." IEEE Circuits and Systems Magazine 13, no. 2 (2013): 74–88. http://dx.doi.org/10.1109/mcas.2013.2256271.
Full textQi, Meng, Tianquan Fu, Huadong Yang, Ye Tao, Chunran Li, and Xiaoming Xiu. "Reliable analog resistive switching behaviors achieved using memristive devices in AlO x /HfO x bilayer structure for neuromorphic systems." Semiconductor Science and Technology 37, no. 3 (2022): 035018. http://dx.doi.org/10.1088/1361-6641/ac3cc7.
Full textHazan, Avi, and Elishai Ezra Tsur. "Neuromorphic Neural Engineering Framework-Inspired Online Continuous Learning with Analog Circuitry." Applied Sciences 12, no. 9 (2022): 4528. http://dx.doi.org/10.3390/app12094528.
Full textChen, Guang, Hu Cao, Muhammad Aafaque, et al. "Neuromorphic Vision Based Multivehicle Detection and Tracking for Intelligent Transportation System." Journal of Advanced Transportation 2018 (December 2, 2018): 1–13. http://dx.doi.org/10.1155/2018/4815383.
Full textWang, Ye-Guo. "Applications of Memristors in Neural Networks and Neuromorphic Computing: A Review." International Journal of Machine Learning and Computing 11, no. 5 (2021): 350–56. http://dx.doi.org/10.18178/ijmlc.2021.11.5.1060.
Full textTrik, Mohammad, Saadat Pour Mozaffari, and Amir Massoud Bidgoli. "Providing an Adaptive Routing along with a Hybrid Selection Strategy to Increase Efficiency in NoC-Based Neuromorphic Systems." Computational Intelligence and Neuroscience 2021 (September 15, 2021): 1–8. http://dx.doi.org/10.1155/2021/8338903.
Full textYu, Cho, and Park. "A Silicon-Compatible Synaptic Transistor Capable of Multiple Synaptic Weights toward Energy-Efficient Neuromorphic Systems." Electronics 8, no. 10 (2019): 1102. http://dx.doi.org/10.3390/electronics8101102.
Full textPartzsch, Johannes, Christian Mayr, Massimiliano Giulioni, et al. "Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System." Journal of Signal Processing Systems 92, no. 11 (2020): 1303–21. http://dx.doi.org/10.1007/s11265-020-01556-9.
Full textSánchez Quintana, Carlos, Francisco Moreno Arcas, David Albarracín Molina, José David Fernández Rodriguez, and Francisco J. Vico. "Melomics: A Case-Study of AI in Spain." AI Magazine 34, no. 3 (2013): 99–103. http://dx.doi.org/10.1609/aimag.v34i3.2464.
Full textGrübl, Andreas, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, and Johannes Schemmel. "Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System." Journal of Signal Processing Systems 92, no. 11 (2020): 1277–92. http://dx.doi.org/10.1007/s11265-020-01558-7.
Full textSlavova, Angela, and Ventsislav Ignatov. "Edge of Chaos in Memristor Cellular Nonlinear Networks." Mathematics 10, no. 8 (2022): 1288. http://dx.doi.org/10.3390/math10081288.
Full textBrüderle, Daniel, Mihai A. Petrovici, Bernhard Vogginger, et al. "A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems." Biological Cybernetics 104, no. 4-5 (2011): 263–96. http://dx.doi.org/10.1007/s00422-011-0435-9.
Full textFolgheraiter, Michele, Amina Keldibek, Bauyrzhan Aubakir, Giuseppina Gini, Alessio Mauro Franchi, and Matteo Bana. "A neuromorphic control architecture for a biped robot." Robotics and Autonomous Systems 120 (October 2019): 103244. http://dx.doi.org/10.1016/j.robot.2019.07.014.
Full textVu, The H., Ogbodo Mark Ikechukwu, and Abderazek Ben Abdallah. "Fault-Tolerant Spike Routing Algorithm and Architecture for Three Dimensional NoC-Based Neuromorphic Systems." IEEE Access 7 (2019): 90436–52. http://dx.doi.org/10.1109/access.2019.2925085.
Full textReichel, Lukas, David Liechti, Karl Presser, and Shih-Chii Liu. "Range estimation on a robot using neuromorphic motion sensors." Robotics and Autonomous Systems 51, no. 2-3 (2005): 167–74. http://dx.doi.org/10.1016/j.robot.2004.10.005.
Full textAlimisis, Vassilis, Marios Gourdouparis, Georgios Gennis, Christos Dimas, and Paul P. Sotiriadis. "Analog Gaussian Function Circuit: Architectures, Operating Principles and Applications." Electronics 10, no. 20 (2021): 2530. http://dx.doi.org/10.3390/electronics10202530.
Full textQiu, Qinru, Zhe Li, Khadeer Ahmed, et al. "A Neuromorphic Architecture for Context Aware Text Image Recognition." Journal of Signal Processing Systems 84, no. 3 (2015): 355–69. http://dx.doi.org/10.1007/s11265-015-1067-4.
Full textAbad Peraza, Viviana, José Manuel Ferrández Vicente, and Ernesto Arturo Martínez Rams. "Bioinspired Auditory Model for Vowel Recognition." Electronics 10, no. 18 (2021): 2304. http://dx.doi.org/10.3390/electronics10182304.
Full textPérez-Bosch Quesada, Emilio, Rocío Romero-Zaliz, Eduardo Pérez, et al. "Toward Reliable Compact Modeling of Multilevel 1T-1R RRAM Devices for Neuromorphic Systems." Electronics 10, no. 6 (2021): 645. http://dx.doi.org/10.3390/electronics10060645.
Full textBalaji, Adarsha, Thibaut Marty, Anup Das, and Francky Catthoor. "Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware." Journal of Signal Processing Systems 92, no. 11 (2020): 1293–302. http://dx.doi.org/10.1007/s11265-020-01573-8.
Full textKhan, Nabeel, Khurram Iqbal, and Maria G. Martini. "Time-Aggregation-Based Lossless Video Encoding for Neuromorphic Vision Sensor Data." IEEE Internet of Things Journal 8, no. 1 (2021): 596–609. http://dx.doi.org/10.1109/jiot.2020.3007866.
Full textPérez, Eduardo, Antonio Javier Pérez-Ávila, Rocío Romero-Zaliz, et al. "Optimization of Multi-Level Operation in RRAM Arrays for In-Memory Computing." Electronics 10, no. 9 (2021): 1084. http://dx.doi.org/10.3390/electronics10091084.
Full textMalavena, Gerardo, Alessandro Sottocornola Spinelli, and Christian Monzio Compagnoni. "A Noise-Resilient Neuromorphic Digit Classifier Based on NOR Flash Memories with Pulse–Width Modulation Scheme." Electronics 10, no. 22 (2021): 2784. http://dx.doi.org/10.3390/electronics10222784.
Full textKwon, Kyuahn, and Jaeyong Chung. "Reducing Parameters of Neural Networks via Recursive Tensor Approximation." Electronics 11, no. 2 (2022): 214. http://dx.doi.org/10.3390/electronics11020214.
Full textD'Angelo, Robert, Richard Wood, Nathan Lowry, et al. "A Computationally Efficient Visual Saliency Algorithm Suitable for an Analog CMOS Implementation." Neural Computation 30, no. 9 (2018): 2439–71. http://dx.doi.org/10.1162/neco_a_01106.
Full textGrübl, Andreas, Sebastian Billaudelle, Benjamin Cramer, Vitali Karasenko, and Johannes Schemmel. "Correction to: Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System." Journal of Signal Processing Systems 92, no. 11 (2020): 1345. http://dx.doi.org/10.1007/s11265-020-01584-5.
Full textFayyazi, Arash, Mohammad Ansari, Mehdi Kamal, Ali Afzali-Kusha, and Massoud Pedram. "An Ultra Low-Power Memristive Neuromorphic Circuit for Internet of Things Smart Sensors." IEEE Internet of Things Journal 5, no. 2 (2018): 1011–22. http://dx.doi.org/10.1109/jiot.2018.2799948.
Full textLiu, Xiangyong, Guang Chen, Xuesong Sun, and Alois Knoll. "Ground Moving Vehicle Detection and Movement Tracking Based on the Neuromorphic Vision Sensor." IEEE Internet of Things Journal 7, no. 9 (2020): 9026–39. http://dx.doi.org/10.1109/jiot.2020.3001167.
Full textWoo, Sung Yun, Dongseok Kwon, Nagyong Choi, et al. "Low-Power and High-Density Neuron Device for Simultaneous Processing of Excitatory and Inhibitory Signals in Neuromorphic Systems." IEEE Access 8 (2020): 202639–47. http://dx.doi.org/10.1109/access.2020.3036088.
Full textPanin, Gennady N. "Low-Dimensional Layered Light-Sensitive Memristive Structures for Energy-Efficient Machine Vision." Electronics 11, no. 4 (2022): 619. http://dx.doi.org/10.3390/electronics11040619.
Full textNwakanma, Cosmas Ifeanyi, Jae-Woo Kim, Jae-Min Lee, and Dong-Seong Kim. "Edge AI prospect using the NeuroEdge computing system: Introducing a novel neuromorphic technology." ICT Express 7, no. 2 (2021): 152–57. http://dx.doi.org/10.1016/j.icte.2021.05.003.
Full textHabu, Yasushi, Keiichiro Uta, and Yasuhiro Fukuoka. "Three-dimensional walking of a simulated muscle-driven quadruped robot with neuromorphic two-level central pattern generators." International Journal of Advanced Robotic Systems 16, no. 6 (2019): 172988141988528. http://dx.doi.org/10.1177/1729881419885288.
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