78 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986990Schoepe, T.; Janotte, E.; Milde, M. B.; Bertrand, O.; Egelhaaf, M.; Chicca, E. (2024): Finding the gap: neuromorphic motion-vision in dense environments Nature Communications,15:(1):817PUB | DOI | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984920Khacef, L.; Klein, P.; Cartiglia, M.; Rubino, A.; Indiveri, G.; Chicca, E. (2023): Spike-based local synaptic plasticity: a survey of computational models and neuromorphic circuits Neuromorphic Computing and Engineering ,3:(4):042001PUB | DOI | WoS
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949640Linares-Barranco, A.; Perez-Peña, F.; Jimenez-Fernandez, A.; Chicca, E. (2020): ED-BioRob: A Neuromorphic Robotic Arm With FPGA-Based Infrastructure for Bio-Inspired Spiking Motor Controllers Frontiers in Neurorobotics,14:590163PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943346Pedretti, G.; Mannocci, P.; Hashemkhani, S.; Milo, V.; Melnic, O.; Chicca, E.; Ielmini, D. (2020): A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems IEEE Journal on Exploratory Solid-State Computational Devices and Circuits,6:(1): 189-97.PUB | DOI | WoS
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2942607D'Angelo, G. V.; Janotte, E.; Schoepe, T.; O'Keeffe, J.; Milde, M.; Chicca, E.; Bartolozzi, C. (2020): Event-based eccentric motion detection exploiting time difference encoding Frontiers in Neuroscience,14:451PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2020 | Kurzbeitrag Konferenz / Poster | Angenommen | PUB-ID: 2939829Schoepe, T.; Gutierrez-Galan, D.; Dominguez-Morales, J. P.; Jimenez-Fernandez, A.; Linares-Barranco, A.; Chicca, E. (Accepted): Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.PUB
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2020 | Konferenzbeitrag | Angenommen | PUB-ID: 2939822Pedretti, G.; Milo, V.; Hashemkhani, S.; Mannocci, P.; Melnic, O.; Chicca, E.; Ielmini, D. (Accepted): A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making.PUB
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933297Thakur, C. S.; Molin, J. L.; Cauwenberghs, G.; Indiveri, G.; Kumar, K.; Qiao, N.; Schemmel, J.; Wang, R.; Chicca, E.; Hasler, J. O.; Seo, J. -sun; Yu, S.; Cao, Y.; van Schaik, A.; Etienne-Cummings, R. (2019): Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (vol 12, 891, 2018) FRONTIERS IN NEUROSCIENCE,12:991PUB | DOI | WoS | PubMed | Europe PMC
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2937603Suresh, B.; Bertele, M.; Breyer, E. T.; Klein, P.; Mulaosmanovic, H.; Mikolajick, T.; Slesazeck, S.; Chicca, E. (2019): Simulation of integrate-and-fire neuron circuits using HfO2-based ferroelectric field effect transistors 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS)PUB | DOI
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2937811Schoepe, T.; Gutierrez-Galan, D.; Dominguez-Morales, J. P.; Jimenez-Fernandez, A.; Linares-Barranco, A.; Chicca, E. (2019): Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4.PUB | DOI
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2018 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2933121Rüttgers, S.; Klein, P.; Ziegler, M.; Chicca, E. (2018): Unsupervised MNIST Learning in an analog Spiking Neural Network using digital memristive devices.PUB
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932169Thakur, C. S.; Molin, J. L.; Cauwenberghs, G.; Indiveri, G.; Kumar, K.; Qiao, N.; Schemmel, J.; Wang, R.; Chicca, E.; Olson Hasler, J.; Seo, J. -sun; Yu, S.; Cao, Y.; van Schaik, A.; Etienne-Cummings, R. (2018): Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain Frontiers in Neuroscience,12:891PUB | DOI | WoS | PubMed | Europe PMC
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2917487Milo, V.; Pedretti, G.; Laudato, M.; Bricalli, A.; Ambrosi, E.; Bianchi, S.; Chicca, E.; Ielmini, D. (2018): Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks. In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE. S. 1-5.PUB | DOI
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2018 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2931065Ziegler, M.; Wenger, C.; Chicca, E.; Kohlstedt, H. (2018): Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning Journal of Applied Physics,124:(15):152003PUB | DOI | WoS
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919435Milde, M. B.; Bertrand, O.; Ramachandran, H.; Egelhaaf, M.; Chicca, E. (2018): Spiking Elementary Motion Detector in Neuromorphic Systems Neural Computation,30:(9): 2384-2417.PUB | DOI | WoS | PubMed | Europe PMC
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2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920203Donati, E.; Perez-Peña, F.; Bartolozzi, C.; Indiveri, G.; Chicca, E. (2018): Open-Loop Neuromorphic Controller Implemented on VLSI Devices. In: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). IEEE. S. 827-832.PUB | DOI
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919224Basu, A.; Chang, M. - F.; Chicca, E.; Karnik, T.; Li, H.; Seo, J. - S. (2018): Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms IEEE Journal on Emerging and Selected Topics in Circuits and Systems,8:(1): 1-5.PUB | DOI | WoS
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932091Mulaosmanovic, H.; Chicca, E.; Bertele, M.; Mikolajick, T.; Slesazeck, S. (2018): Mimicking biological neurons with a nanoscale ferroelectric transistor Nanoscale,10:(46): 21755-21763.PUB | DOI | WoS | PubMed | Europe PMC
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2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2910069Perez-Peña, F.; Leñero-Bardallo, J. A.; Linares-Barranco, A.; Chicca, E. (2017): Towards Bioinspired Close-Loop Local Motor Control. A Simulated Approach Supporting Neuromorphic Implementations. In: 2017 IEEE International Symposium on Circuits and Systems (ISCAS). Piscataway, NJ: IEEE. S. 1-4.PUB | DOI
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903317Mayr, C. G.; Sheik, S.; Bartolozzi, C.; Chicca, E. (2016): Synaptic Plasticity for Neuromorphic Systems Frontiers in Neuroscience,10:214PUB | DOI | WoS | PubMed | Europe PMC
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2905748Engelmann, J.; Walther, T.; Grant, K.; Chicca, E.; Gómez-Sena, L. (2016): Modeling latency code processing in the electric sense: from the biological template to its VLSI implementation Bioinspiration & Biomimetics,11:(5):55007PUB | DOI | WoS | PubMed | Europe PMC
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575Maldonado 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.PUB | DOI | Download (ext.) | WoS
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906359Schirmer, M.; Stradolini, F.; Carrara, S.; Chicca, E. (2016): FPGA-based approach for automatic peak detection in cyclic voltammetry. In: 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS). Piscataway, NJ: IEEE. S. 65-68.PUB | DOI
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903316Biolek, D.; Carrara, S.; Chicca, E.; Corinto, F.; Georgiou, J.; Linares-Barranco, B.; Prodromakis, T.; Spiga, S.; Tetzlaff, R. (2016): EU COST action IC1401 — Pushing the frontiers of memristive devices to systems. In: 2016 18th Mediterranean Electrotechnical Conference (MELECON). Piscataway, NJ: IEEE. S. 1-6.PUB
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2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2903477Chang, J.; Sonkusale, S.; Yalcin, M.; Ogunfunmi, T.; Vanderwalle, J.; Zhu, W. - P.; Liu, Z.; Chang, R. C. - H.; Chicca, E.; Callegari, S.; Chu, C. - C.; Dudek, P.; Lee, G. G. (C. ); Chowdhury, M. (2016): Current And Emergent Topics. In: Franco Maloberti; Anthony C. Davies (Hrsg.): A Short History of Circuits And Systems. Alborg, Denmark: IEEE, CAS, River Publishers. S. 255-265.PUB
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2016 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2906914Maldonado Huayaney, F. L.; Chicca, E. (2016): Implementation of a Calcium based plasticity learning model VLSI chip.PUB
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2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2759561Thomas, 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,9:241PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039Richter, O.; Reinhart, F.; Nease, S.; Steil, J. J.; Chicca, E. (2015): Device Mismatch in a Neuromorphic System Implements Random Features for Regression. In: Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE. Piscataway, NJ: IEEE. S. 1-4.PUB | PDF | DOI
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2765362Staar, B.; Schirmer, M.; Bai-Rossi, C.; De Micheli, G.; Carrara, S.; Chicca, E. (2015): A neural approach to drugs monitoring for personalized medicine. In: 2015 International Joint Conference on Neural Networks (IJCNN). Piscataway, NJ: IEEE.PUB | DOI
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757259Milde, M. B.; Bertrand, O.; Benosman, R.; Egelhaaf, M.; Chicca, E. (2015): Bioinspired event-driven collision avoidance algorithm based on optic flow. In: 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP). IEEE.PUB | PDF | DOI
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2684167Ramachandran, H.; Weber, S.; Aamir, S. A.; Chicca, E. (2014): Neuromorphic Circuits for Short-Term Plasticity with Recovery Control. In: 2014 IEEE International Symposium on Circuits and Systems (ISCAS). Piscataway, NJ: IEEE. S. 858-861.PUB | PDF | DOI
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066Chicca, E.; Stefanini, F.; Bartolozzi, C.; Indiveri, G. (2014): Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. In: Proceedings of the IEEE. Piscataway, NJ: IEEE. (Proceedings of the IEEE, 102). S. 1367-1388.PUB | PDF | DOI | WoS
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2697513Perez-Peña, F.; Linares-Barranco, A.; Chicca, E. (2014): An Approach to Motor Control for Spike-based Neuromorphic Robotics. In: 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings. Piscataway, NJ: IEEE. S. 1-4.PUB | DOI
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2698288Neftci, E.; Posch, C.; Chicca, E. (2014): Neuromorphic Engineering. In: Hisao Ishibuchi (Hrsg.): Computational Intelligence. Paris, France: Eolss Publishers. (Encyclopedia of Life Support Systems(EOLSS), ).PUB
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2654984Coath, 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.PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2675855Sandin, 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.PUB | PDF | DOI
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2697520Chicca, E.; Nawrot, M.; Schmuker, M. (2014): Neuromorphic Sensors, Olfaction. In: Dieter Jeager; Ranu Jung (Hrsg.): Encyclopedia of Computational Neuroscience. Berlin Heidelberg, Germany: Springer-Verlag. (SpringerReference, ). S. 1.PUB | DOI
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2614728Morabito, F. C.; Andreou, A. G.; Chicca, E. (2013): Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems Neural Networks,45: 1-3.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2612571Neftci, E.; Binas, J.; Rutishauser, U.; Chicca, E.; Indiveri, G.; Douglas, R. J. (2013): Synthesizing cognition in neuromorphic electronic systems Proceedings of the National Academy of Sciences of the United States of America,110:(37): E3468-E3476.PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428Sheik, 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,6:17PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473510Corneil, D.; Sonnleithner, D.; Neftci, E.; Chicca, E.; Cook, M.; Indiveri, G.; Douglas, R. (2012): Real-time inference in a VLSI spiking neural network. In: 2012 IEEE International Symposium on Circuits and Systems. Piscataway, NJ: IEEE. S. 2425-2428.PUB | PDF | DOI
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2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681Neftci, E.; Binas, J.; Chicca, E.; Indiveri, G.; Douglas, R. (2012): Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. In: Tony J. Prescott; Nathan F. Lepora; Anna Mura; Paul F. M. J. Verschure (Hrsg.): Biomimetic and Biohybrid Systems. Berlin, Heidelberg: Springer Science + Business Media. (Lecture Notes in Computer Science, 7375). S. 382-383.PUB | PDF | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427661Beyeler, M.; Stefanini, F.; Proske, H.; Galizia, G.; Chicca, E. (2010): Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation. S. 270-273.PUB | PDF | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427761Neftci, E.; Chicca, E.; Cook, M.; Indiveri, G.; Douglas, R. (2010): State-dependent sensory processing in networks of VLSI spiking neurons. S. 2789-2792.PUB | PDF | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427744Indiveri, G.; Stefanini, F.; Chicca, E. (2010): Spike-based learning with a generalized integrate and fire silicon neuron. S. 1951-1954.PUB | PDF | DOI | Download (ext.)
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427871Neftci, E.; Chicca, E.; Indiveri, G.; Slotine, J. - J.; Douglas, R. (2008): Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons. In: J.C. Platt; D. Koller; Y. Singer; S. Roweis (Hrsg.): . Cambridge, MA. S. 1073-1080.PUB | PDF | Download (ext.)
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427861Tapson, J.; Gurari, N.; Diaz, J.; Chicca, E.; Sander, D.; Pouliquen, P.; Etienne-Cummings, R. (2008): The Feeling of Color: A Haptic Feedback Device for the Visually Disabled. S. 381-384.PUB | PDF | DOI | Download (ext.)
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426576Chicca, 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.PUB | PDF | DOI | Download (ext.) | WoS
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427704Chicca, 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.): . Cambridge, MA. S. 257-264.PUB | PDF
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427789Wang, H. - P.; Chicca, E.; Indiveri, G.; Sejnowski, T. J. (2007): Reliable Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware. S. 71-74.PUB | PDF | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586Indiveri, 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.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427696Chicca, E.; Lichtsteiner, P.; Delbruck, T.; Indiveri, G.; Douglas, R. J. (2006): Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System. S. 1235-1238.PUB | PDF | DOI | Download (ext.)
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723Indiveri, G.; Chicca, E.; Douglas, R. (2004): A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. S. 405-410.PUB | PDF | Download (ext.)
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427690Chicca, E.; Indiveri, G.; Douglas, R. J. (2004): An event-based VLSI network of integrate-and-fire neurons. (5). S. V-357-V-360.PUB | PDF | DOI | Download (ext.)
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2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426595Chicca, 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.PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427684Chicca, E.; Indiveri, G.; Douglas, R. (2003): An adaptive silicon synapse. (1). S. I-81-I-84.PUB | PDF | DOI | Download (ext.)
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2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2904718Delbrück, T.; Liu, S. - C.; Chicca, E.; Ricci, G. M.; Bovet, S. (2001): A Retina/V1 simple cell chip for physiology experiment design or classroom demonstration.PUB | Download (ext.)
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2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2527420Chicca, E.; Fusi, S. (2001): Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons. In: Frank Rattay (Hrsg.): Proceedings of the World Congress on Neuroinformatics. Vienna: ARGESIM/ASIM Verlag. S. 468-477.PUB | PDF | Download (ext.)
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1999 | Report | PUB-ID: 2765078Chicca, E. (1999): A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design.PUB