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Publication search results
found 70 matches
- 2022
- James B. Aimone, Prasanna Date, Gabriel A. Fonseca Guerra, Kathleen E. Hamilton, Kyle Henke, Bill Kay, Garrett T. Kenyon, Shruti R. Kulkarni, Susan M. Mniszewski, Maryam Parsa, Sumedh R. Risbud, Catherine D. Schuman, William Severa, J. Darby Smith:
A review of non-cognitive applications for neuromorphic computing. Neuromorph. Comput. Eng. 2(2): 32003 (2022) - Megumi Akai-Kasaya, Yuki Takeshima, Shaohua Kan, Kohei Nakajima, Takahide Oya, Tetsuya Asai:
Performance of reservoir computing in a random network of single-walled carbon nanotubes complexed with polyoxometalate. Neuromorph. Comput. Eng. 2(1): 14003 (2022) - Priyanka Apsangi, Hugh J. Barnaby, Michael N. Kozicki, Yago Gonzalez-Velo, Jennifer Taggart:
Effect of conductance linearity of Ag-chalcogenide CBRAM synaptic devices on the pattern recognition accuracy of an analog neural training accelerator. Neuromorph. Comput. Eng. 2(2): 21002 (2022) - Ismael Balafrej, Fabien Alibart, Jean Rouat:
P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. Neuromorph. Comput. Eng. 2(2): 24007 (2022) - Laura Bégon-Lours, Mattia Halter, Marilyne Sousa, Youri Popoff, Diana Dávila Pineda, Donato Francesco Falcone, Zhenming Yu, Steffen Reidt, Lorenzo Benatti, Francesco Maria Puglisi, Bert Jan Offrein:
Effect of cycling on ultra-thin HfZrO4, ferroelectric synaptic weights. Neuromorph. Comput. Eng. 2(2): 24001 (2022) - Christopher Bengel, Johannes Mohr, Stefan Wiefels, Abhairaj Singh, Anteneh Gebregiorgis, Rajendra Bishnoi, Said Hamdioui, Rainer Waser, Dirk J. Wouters, Stephan Menzel:
Reliability aspects of binary vector-matrix-multiplications using ReRAM devices. Neuromorph. Comput. Eng. 2(3): 34001 (2022) - Stefano Brivio, Sabina Spiga, Daniele Ielmini:
HfO2-based resistive switching memory devices for neuromorphic computing. Neuromorph. Comput. Eng. 2(4): 42001 (2022) - Zhaoqi Chen, Alia Nasrallah, Milad Alemohammad, Masanori Furuta, Ralph Etienne-Cummings:
Neuromorphic model of hippocampus place cells using an oscillatory interference technique for hardware implementation. Neuromorph. Comput. Eng. 2(4): 44013 (2022) - Li Chen, Mei Er Pam, Sifan Li, Kah-Wee Ang:
Ferroelectric memory based on two-dimensional materials for neuromorphic computing. Neuromorph. Comput. Eng. 2(2): 22001 (2022) - Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2(2): 22501 (2022) - Erika Covi, Halid Mulaosmanovic, Benjamin Max, Stefan Slesazeck, Thomas Mikolajick:
Ferroelectric-based synapses and neurons for neuromorphic computing. Neuromorph. Comput. Eng. 2(1): 12002 (2022) - Matteo Cucchi, Steven Abreu, Giuseppe Ciccone, Daniel Brunner, Hans Kleemann:
Hands-on reservoir computing: a tutorial for practical implementation. Neuromorph. Comput. Eng. 2(3): 32002 (2022) - Giulia D'Angelo, Adam Perrett, Massimiliano Iacono, Steve B. Furber, Chiara Bartolozzi:
Event driven bio-inspired attentive system for the iCub humanoid robot on SpiNNaker. Neuromorph. Comput. Eng. 2(2): 24008 (2022) - Varun Bhavin Desai, Divya Kaushik, Janak Sharda, Debanjan Bhowmik:
On-chip learning of a domain-wall-synapse-crossbar-array-based convolutional neural network. Neuromorph. Comput. Eng. 2(2): 24006 (2022) - Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier:
Characterization and modeling of spiking and bursting in experimental NbO x neuron. Neuromorph. Comput. Eng. 2(4): 44008 (2022) - Yan Du, Wei Shao, Zheng Chai, Hanzhang Zhao, Qihui Diao, Yawei Gao, Xihui Yuan, Qiaoqiao Wang, Tao Li, Weidong Zhang, Jian Fu Zhang, Tai Min:
Synaptic 1/f noise injection for overfitting suppression in hardware neural networks. Neuromorph. Comput. Eng. 2(3): 34006 (2022) - Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Han-Sok Suh, Shihui Yin, Gokul Krishnan, Frank Liu, Jae-sun Seo, Yu Cao:
Efficient continual learning at the edge with progressive segmented training. Neuromorph. Comput. Eng. 2(4): 44006 (2022) - Daniel Felder, Katerina Muche, John Linkhorst, Matthias Wessling:
Reminding forgetful organic neuromorphic device networks. Neuromorph. Comput. Eng. 2(4): 44014 (2022) - Chris Fields, Karl J. Friston, James F. Glazebrook, Michael Levin, Antonino Marciano:
The free energy principle induces neuromorphic development. Neuromorph. Comput. Eng. 2(4): 42002 (2022) - Andrew Fountain, Cory E. Merkel:
Effect of biologically-motivated energy constraints on liquid state machine dynamics and classification performance. Neuromorph. Comput. Eng. 2(2): 24005 (2022) - Vittorio Fra, Evelina Forno, Riccardo Pignari, Terrence C. Stewart, Enrico Macii, Gianvito Urgese:
Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications. Neuromorph. Comput. Eng. 2(1): 14006 (2022) - Manuel Le Gallo, S. R. Nandakumar, Lazar Ciric, Irem Boybat, Riduan Khaddam-Aljameh, Charles Mackin, Abu Sebastian:
Precision of bit slicing with in-memory computing based on analog phase-change memory crossbars. Neuromorph. Comput. Eng. 2(1): 14009 (2022) - Andrew Gothard, Daniel Jones, Andre Green, Michael Torrez, Alessandro Cattaneo, David Mascareñas:
Digital coded exposure formation of frames from event-based imagery. Neuromorph. Comput. Eng. 2(1): 14005 (2022) - Luke C. G. Govia, Guilhem J. Ribeill, Graham E. Rowlands, Thomas A. Ohki:
Nonlinear input transformations are ubiquitous in quantum reservoir computing. Neuromorph. Comput. Eng. 2(1): 14008 (2022) - Zachary Heywood, Joshua B. Mallinson, Edoardo Galli, Susant Acharya, Saurabh K. Bose, Matthew D. Arnold, Philip Bones, Simon A. Brown:
Self-organized nanoscale networks: are neuromorphic properties conserved in realistic device geometries? Neuromorph. Comput. Eng. 2(2): 24009 (2022) - Mohammad Javad Mirshojaeian Hosseini, Yi Yang, Aidan J. Prendergast, Elisa Donati, Miad Faezipour, Giacomo Indiveri, Robert A. Nawrocki:
An organic synaptic circuit: toward flexible and biocompatible organic neuromorphic processing. Neuromorph. Comput. Eng. 2(2): 34009 (2022) - Hao Huang, Lu Liu, Chengpeng Jiang, Jiangdong Gong, Yao Ni, Zhipeng Xu, Huanhuan Wei, Haiyang Yu, Wentao Xu:
Two-dimensional molybdenum disulfide artificial synapse with high sensitivity. Neuromorph. Comput. Eng. 2(1): 14004 (2022) - Kevin Lee Hunter, Lawrence Spracklen, Subutai Ahmad:
Two sparsities are better than one: unlocking the performance benefits of sparse-sparse networks. Neuromorph. Comput. Eng. 2(3): 34004 (2022) - Youngeun Kim, Joshua Chough, Priyadarshini Panda:
Beyond classification: directly training spiking neural networks for semantic segmentation. Neuromorph. Comput. Eng. 2(4): 44015 (2022) - Zdenka Kuncic, Tomonobu Nakayama, James K. Gimzewski:
Editorial: Focus on disordered, self-assembled neuromorphic systems. Neuromorph. Comput. Eng. 2(4): 40201 (2022)
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