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17 Publikationen

2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575
Maldonado Huayaney, F. L., Nease, S., & Chicca, E. (2016). Learning in Silicon Beyond STDP: A Neuromorphic Implementation of Multi-Factor Synaptic Plasticity With Calcium-Based Dynamics. IEEE Transactions on Circuits and Systems I: Regular Papers, 63(12), 2189-2199. doi:10.1109/TCSI.2016.2616169
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039
Richter, O., Reinhart, F., Nease, S., Steil, J. J., & Chicca, E. (2015). Device Mismatch in a Neuromorphic System Implements Random Features for Regression. Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, 1-4. Piscataway, NJ: IEEE. doi:10.1109/BioCAS.2015.7348416
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757270
Nease, S., & Chicca, E. (2015). Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors. 2015 European Conference on Circuit Theory and Design (ECCTD), 1-4. Piscataway, NJ: IEEE. doi:10.1109/ECCTD.2015.7300005
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2759561
Thomas, A., Niehörster, S., Fabretti, S., Shepheard, N., Kuschel, O., Küpper, K., Wollschläger, J., et al. (2015). Tunnel junction based memristors as artificial synapses. Frontiers in Neuroscience, 9, 241. doi:10.3389/fnins.2015.00241
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066
Chicca, E., Stefanini, F., Bartolozzi, C., & Indiveri, G. (2014). Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proceedings of the IEEE, 102(9), 1367-1388. doi:10.1109/JPROC.2014.2313954
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2654984
Coath, M., Sheik, S., Chicca, E., Indiveri, G., Denham, S., & Wennekers, T. (2014). A robust sound perception model suitable for neuromorphic implementation. Neuromorphic Engineering, 7(278), 1-10. doi:10.3389/fnins.2013.00278
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2675855
Sandin, F., Khan, A. I., Dyer, A. G., Amin, A. H. M., Indiveri, G., Chicca, E., & Osipov, E. (2014). Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects? Journal of Software Engineering and Applications, 7(5), 387-395. doi:10.4236/jsea.2014.75035
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2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681
Neftci, E., Binas, J., Chicca, E., Indiveri, G., & Douglas, R. (2012). Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. In T. J. Prescott, N. F. Lepora, A. Mura, & P. F. M. J. Verschure (Eds.), Lecture Notes in Computer Science: Vol. 7375. Biomimetic and Biohybrid Systems (pp. 382-383). Berlin, Heidelberg: Springer Science + Business Media. doi:10.1007/978-3-642-31525-1_52
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428
Sheik, S., Coath, M., Indiveri, G., Denham, S. L., Wennekers, T., & Chicca, E. (2012). Emergent auditory feature tuning in a real-time neuromorphic VLSI system. Frontiers in Neuroscience, 6, 17. doi:10.3389/fnins.2012.00017
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2468427
Indiveri, G., & Chicca, E. (2011). A VLSI neuromorphic device for implementing spike-based neural networks. Presented at the Proceedings of the 21st Italian Workshop on Neural Nets (WIRN). doi:10.3233/978-1-60750-972-1-305
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426571
Indiveri, G., Chicca, E., & Douglas, R. J. (2009). Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition. Cognitive Computation, 1(2), 119-127. doi:10.1007/s12559-008-9003-6
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426576
Chicca, E., Whatley, A. M., Lichtsteiner, P., Dante, V., Delbruck, T., Del Giudice, P., Douglas, R. J., et al. (2007). A multi-chip pulse-based neuromorphic infrastructure and its application to a model of orientation selectivity. IEEE-Transactions on Circuits and Systems I: Regular Papers, 54(5), 981-993. doi:10.1109/TCSI.2007.893509
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427704
Chicca, E., Indiveri, G., & Douglas, R. J. (2007). Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons. Presented at the Advances in Neural Information Processing Systems 19 (NIPS)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586
Indiveri, G., Chicca, E., & Douglas, R. J. (2006). A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity. IEEE Transactions on Neural Networks, 17(1), 211-221. doi:10.1109/TNN.2005.860850
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427656
Ben Dayan Rubin, D., Chicca, E., & Indiveri, G. (2004). Firing proprieties of an adaptive analog VLSI neuron. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723
Indiveri, G., Chicca, E., & Douglas, R. (2004). A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. Presented at the Proceedings of 12th European Symposium on Artificial Neural Networks (ESANN), Bruges (Belgium)
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2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426595
Chicca, E., Badoni, D., Dante, V., D'Andreagiovanni, M., Salina, G., Carota, L., Fusi, S., et al. (2003). A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Transactions on Neural Networks, 14(5), 1297-1307. doi:10.1109/TNN.2003.816367
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