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17 Publikationen

2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575
Maldonado Huayaney FL, 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. 2016;63(12):2189-2199.
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2759561 OA
Thomas A, Niehörster S, Fabretti S, et al. Tunnel junction based memristors as artificial synapses. Frontiers in Neuroscience. 2015;9: 241.
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039 OA
Richter O, Reinhart F, Nease S, Steil JJ, Chicca E. Device Mismatch in a Neuromorphic System Implements Random Features for Regression. In: Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE. Piscataway, NJ: IEEE; 2015: 1-4.
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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. In: 2015 European Conference on Circuit Theory and Design (ECCTD). Piscataway, NJ: IEEE; 2015: 1-4.
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066 OA
Chicca E, Stefanini F, Bartolozzi C, Indiveri G. Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proceedings of the IEEE. 2014;102(9):1367-1388.
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2654984 OA
Coath M, Sheik S, Chicca E, Indiveri G, Denham S, Wennekers T. A robust sound perception model suitable for neuromorphic implementation. Neuromorphic Engineering. 2014;7(278):1-10.
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2675855 OA
Sandin F, Khan AI, Dyer AG, et al. Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects? Journal of Software Engineering and Applications. 2014;7(5):387-395.
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2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681 OA
Neftci E, Binas J, Chicca E, Indiveri G, Douglas R. Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. In: Prescott TJ, Lepora NF, Mura A, Verschure PFMJ, eds. Biomimetic and Biohybrid Systems. Lecture Notes in Computer Science. Vol 7375. Berlin, Heidelberg: Springer Science + Business Media; 2012: 382-383.
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428 OA
Sheik S, Coath M, Indiveri G, Denham SL, Wennekers T, Chicca E. Emergent auditory feature tuning in a real-time neuromorphic VLSI system. Frontiers in Neuroscience. 2012;6: 17.
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2468427 OA
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).
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426571 OA
Indiveri G, Chicca E, Douglas RJ. Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition. Cognitive Computation. 2009;1(2):119-127.
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426576 OA
Chicca E, Whatley AM, Lichtsteiner P, et al. 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. 2007;54(5):981-993.
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427704 OA
Chicca E, Indiveri G, Douglas RJ. 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 OA
Indiveri G, Chicca E, Douglas RJ. A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity. IEEE Transactions on Neural Networks. 2006;17(1):211-221.
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427656 OA
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.
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723 OA
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).
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2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426595 OA
Chicca E, Badoni D, Dante V, et al. A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Transactions on Neural Networks. 2003;14(5):1297-1307.
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