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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. IEEE. 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 (S. 1-4). Gehalten auf der Biomedical Circuits and Systems Conference (BIOCAS), 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) (S. 1-4). Gehalten auf der European conference on circuit theory and design, ECCTD, 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., Krzysteczko, P. & Chicca, E. (2015). Tunnel junction based memristors as artificial synapses. Frontiers in Neuroscience, 9: 241. Frontiers Media SA. 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. Piscataway, NJ: IEEE. 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. Frontiers Media SA. 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. Scientific Research Publishing, Inc,. 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 (Lecture Notes in Computer Science). In T.J. Prescott, N.F. Lepora, A. Mura & P.F.M.J. Verschure (Hrsg.), Biomimetic and Biohybrid Systems (S. 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. Frontiers Media SA. 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. In B. Apolloni, S. Bassis, A. Esposito & C.F. Morabito (Hrsg.), (S. 305-316). Gehalten auf der 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. Springer Science + Business Media. 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. & Indiveri, G. (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. In B. Schölkopf, J.C. Platt & T. Hofmann (Hrsg.), (S. 257-264). Gehalten auf der Advances in Neural Information Processing Systems 19 (NIPS), Cambridge, MA.
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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 (S. 314-327). Gehalten auf der Proceedings of Bio-ADIT.
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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 (S. 405-410). Gehalten auf der Proceedings of 12th European Symposium on Artificial Neural Networks (ESANN).
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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. & Del Giudice, P. (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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