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17 Publikationen

2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575
Maldonado Huayaney, F.L., Nease, S., Chicca, E.: 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, 2189-2199 (2016).
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039
Richter, O., Reinhart, F., Nease, S., Steil, J.J., Chicca, E.: Device Mismatch in a Neuromorphic System Implements Random Features for Regression. Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE. p. 1-4. IEEE, Piscataway, NJ (2015).
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757270
Nease, S., Chicca, E.: Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors. 2015 European Conference on Circuit Theory and Design (ECCTD). p. 1-4. IEEE, Piscataway, NJ (2015).
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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.: Tunnel junction based memristors as artificial synapses. Frontiers in Neuroscience. 9, : 241 (2015).
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066
Chicca, E., Stefanini, F., Bartolozzi, C., Indiveri, G.: Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proceedings of the IEEE. 102, 1367-1388 (2014).
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2654984
Coath, M., Sheik, S., Chicca, E., Indiveri, G., Denham, S., Wennekers, T.: A robust sound perception model suitable for neuromorphic implementation. Neuromorphic Engineering. 7, 1-10 (2014).
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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.: Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects? Journal of Software Engineering and Applications. 7, 387-395 (2014).
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2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681
Neftci, E., Binas, J., Chicca, E., Indiveri, G., Douglas, R.: Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. In: Prescott, T.J., Lepora, N.F., Mura, A., and Verschure, P.F.M.J. (eds.) Biomimetic and Biohybrid Systems. Lecture Notes in Computer Science. 7375, p. 382-383. Springer Science + Business Media, Berlin, Heidelberg (2012).
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428
Sheik, S., Coath, M., Indiveri, G., Denham, S.L., Wennekers, T., Chicca, E.: Emergent auditory feature tuning in a real-time neuromorphic VLSI system. Frontiers in Neuroscience. 6, : 17 (2012).
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2468427
Indiveri, G., Chicca, E.: A VLSI neuromorphic device for implementing spike-based neural networks. Presented at the Proceedings of the 21st Italian Workshop on Neural Nets (WIRN) (2011).
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426571
Indiveri, G., Chicca, E., Douglas, R.J.: Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition. Cognitive Computation. 1, 119-127 (2009).
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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.: 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, 981-993 (2007).
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427704
Chicca, E., Indiveri, G., Douglas, R.J.: 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) (2007).
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586
Indiveri, G., Chicca, E., Douglas, R.J.: A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity. IEEE Transactions on Neural Networks. 17, 211-221 (2006).
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427656
Ben Dayan Rubin, D., Chicca, E., Indiveri, G.: Firing proprieties of an adaptive analog VLSI neuron. Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland (2004).
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723
Indiveri, G., Chicca, E., Douglas, R.: 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) (2004).
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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.: A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Transactions on Neural Networks. 14, 1297-1307 (2003).
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