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17 Publications

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