78 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986990Schoepe, T., Janotte, E., Milde, M.B., Bertrand, O., Egelhaaf, M., Chicca, E.: Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications. 15, : 817 (2024).PUB | 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.: Spike-based local synaptic plasticity: a survey of computational models and neuromorphic circuits. Neuromorphic Computing and Engineering . 3, : 042001 (2023).PUB | DOI | WoS
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949640Linares-Barranco, A., Perez-Peña, F., Jimenez-Fernandez, A., Chicca, E.: ED-BioRob: A Neuromorphic Robotic Arm With FPGA-Based Infrastructure for Bio-Inspired Spiking Motor Controllers. Frontiers in Neurorobotics. 14, : 590163 (2020).PUB | 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.: 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, 189-97 (2020).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.: Event-based eccentric motion detection exploiting time difference encoding. Frontiers in Neuroscience. 14, : 451 (2020).PUB | 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.: Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. Presented at the 2020 IEEE International Symposium on Circuits & Systems, Seville, Spain (Accepted).PUB
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2020 | Konferenzbeitrag | Angenommen | PUB-ID: 2939822Pedretti, G., Milo, V., Hashemkhani, S., Mannocci, P., Melnic, O., Chicca, E., Ielmini, D.: A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. Presented at the 2020 IEEE International Symposium on Circuits & Systems, Seville, Spain (Accepted).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.: Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (vol 12, 891, 2018). FRONTIERS IN NEUROSCIENCE. 12, : 991 (2019).PUB | 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.: 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). (2019).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.: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS). 1-4 (2019).PUB | DOI
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2018 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2933121Rüttgers, S., Klein, P., Ziegler, M., Chicca, E.: Unsupervised MNIST Learning in an analog Spiking Neural Network using digital memristive devices. Presented at the Conference in Cognitive Computing 2018, Hannover (2018).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.: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain. Frontiers in Neuroscience. 12, : 891 (2018).PUB | 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.: Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks. 2018 IEEE International Symposium on Circuits and Systems (ISCAS). p. 1-5. IEEE (2018).PUB | DOI
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2018 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2931065Ziegler, M., Wenger, C., Chicca, E., Kohlstedt, H.: Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning. Journal of Applied Physics. 124, : 152003 (2018).PUB | DOI | WoS
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919435Milde, M.B., Bertrand, O., Ramachandran, H., Egelhaaf, M., Chicca, E.: Spiking Elementary Motion Detector in Neuromorphic Systems. Neural Computation. 30, 2384-2417 (2018).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.: Open-Loop Neuromorphic Controller Implemented on VLSI Devices. 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). p. 827-832. IEEE (2018).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.: Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms. IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 8, 1-5 (2018).PUB | DOI | WoS
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932091Mulaosmanovic, H., Chicca, E., Bertele, M., Mikolajick, T., Slesazeck, S.: Mimicking biological neurons with a nanoscale ferroelectric transistor. Nanoscale. 10, 21755-21763 (2018).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.: Towards Bioinspired Close-Loop Local Motor Control. A Simulated Approach Supporting Neuromorphic Implementations. 2017 IEEE International Symposium on Circuits and Systems (ISCAS). p. 1-4. IEEE, Piscataway, NJ (2017).PUB | DOI
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903317Mayr, C.G., Sheik, S., Bartolozzi, C., Chicca, E.: Synaptic Plasticity for Neuromorphic Systems. Frontiers in Neuroscience. 10, : 214 (2016).PUB | 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.: Modeling latency code processing in the electric sense: from the biological template to its VLSI implementation. Bioinspiration & Biomimetics. 11, : 55007 (2016).PUB | DOI | WoS | PubMed | Europe PMC
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575Maldonado 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).PUB | DOI | Download (ext.) | WoS
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2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906359Schirmer, M., Stradolini, F., Carrara, S., Chicca, E.: FPGA-based approach for automatic peak detection in cyclic voltammetry. 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS). p. 65-68. IEEE, Piscataway, NJ (2016).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.: EU COST action IC1401 — Pushing the frontiers of memristive devices to systems. 2016 18th Mediterranean Electrotechnical Conference (MELECON). p. 1-6. IEEE, Piscataway, NJ (2016).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.: Current And Emergent Topics. In: Maloberti, F. and Davies, A.C. (eds.) A Short History of Circuits And Systems. p. 255-265. IEEE, CAS, River Publishers, Alborg, Denmark (2016).PUB
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2016 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2906914Maldonado Huayaney, F.L., Chicca, E.: Implementation of a Calcium based plasticity learning model VLSI chip. Presented at the 2nd MemoCIS Training School, Alghero, Italy (2016).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.: Tunnel junction based memristors as artificial synapses. Frontiers in Neuroscience. 9, : 241 (2015).PUB | 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.: 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).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.: A neural approach to drugs monitoring for personalized medicine. 2015 International Joint Conference on Neural Networks (IJCNN). IEEE, Piscataway, NJ (2015).PUB | DOI
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2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757259Milde, M.B., Bertrand, O., Benosman, R., Egelhaaf, M., Chicca, E.: Bioinspired event-driven collision avoidance algorithm based on optic flow. 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP). IEEE (2015).PUB | PDF | DOI
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2684167Ramachandran, H., Weber, S., Aamir, S.A., Chicca, E.: Neuromorphic Circuits for Short-Term Plasticity with Recovery Control. 2014 IEEE International Symposium on Circuits and Systems (ISCAS). p. 858-861. IEEE, Piscataway, NJ (2014).PUB | PDF | DOI
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066Chicca, E., Stefanini, F., Bartolozzi, C., Indiveri, G.: Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proceedings of the IEEE. Proceedings of the IEEE. 102, p. 1367-1388. IEEE, Piscataway, NJ (2014).PUB | PDF | DOI | WoS
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2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2698288Neftci, E., Posch, C., Chicca, E.: Neuromorphic Engineering. In: Ishibuchi, H. (ed.) Computational Intelligence. Encyclopedia of Life Support Systems(EOLSS). Eolss Publishers, Paris, France (2014).PUB
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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.: Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects? Journal of Software Engineering and Applications. 7, 387-395 (2014).PUB | PDF | DOI
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2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2614728Morabito, F.C., Andreou, A.G., Chicca, E.: Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems. Neural Networks. 45, 1-3 (2013).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.: Synthesizing cognition in neuromorphic electronic systems. Proceedings of the National Academy of Sciences of the United States of America. 110, E3468-E3476 (2013).PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2013 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2559693Aamir, S.A., Engelmann, J., Gomez, L., Chicca, E.: A Neuromorphic VLSI Implementation of a Simplified Electrosensory System in a Weakly Electric Fish. Presented at the International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013), Grenoble, France (2013).PUB | PDF
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428Sheik, 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).PUB | 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.: Real-time inference in a VLSI spiking neural network. 2012 IEEE International Symposium on Circuits and Systems. p. 2425-2428. IEEE, Piscataway, NJ (2012).PUB | PDF | DOI
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2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681Neftci, 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).PUB | PDF | DOI | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473502Corneil, D., Sonnleithner, D., Neftci, E., Chicca, E., Cook, M., Indiveri, G., Douglas, R.: Function approximation with uncertainty propagation in a VLSI spiking neural network. Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia (2012).PUB | PDF | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427822Sheik, S., Stefanini, F., Neftci, E., Chicca, E., Indiveri, G.: Systematic configuration and automatic tuning of neuromorphic systems. Presented at the International Symposium on Circuits and Systems (ISCAS), Rio de Janeiro, Brasil (2011).PUB | PDF | DOI
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427661Beyeler, M., Stefanini, F., Proske, H., Galizia, G., Chicca, E.: Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos (2010).PUB | PDF | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427761Neftci, E., Chicca, E., Cook, M., Indiveri, G., Douglas, R.: State-dependent sensory processing in networks of VLSI spiking neurons. Presented at the International Symposium on Circuits and Systems (ISCAS), Paris (2010).PUB | PDF | DOI | Download (ext.)
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427744Indiveri, G., Stefanini, F., Chicca, E.: Spike-based learning with a generalized integrate and fire silicon neuron. Presented at the International Symposium on Circuits and Systems (ISCAS) (2010).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.: Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons. Presented at the Advances in Neural Information Processing Systems 20 (NIPS), Vancouver, British Columbia, Canada (2008).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.: The Feeling of Color: A Haptic Feedback Device for the Visually Disabled. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Baltimore, MD (2008).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.: 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).PUB | PDF | DOI | Download (ext.) | WoS
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427789Wang, H.-P., Chicca, E., Indiveri, G., Sejnowski, T.J.: Reliable Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Montreal, Que. (2007).PUB | PDF | DOI | Download (ext.)
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2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586Indiveri, 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).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.: Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System. Presented at the Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS) (2006).PUB | PDF | DOI | Download (ext.)
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723Indiveri, 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).PUB | PDF | Download (ext.)
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2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427690Chicca, E., Indiveri, G., Douglas, R.J.: An event-based VLSI network of integrate-and-fire neurons. Presented at the Proceedings of the 2004 International Symposium on Circuits and Systems (ISCAS) (2004).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.: 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).PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427684Chicca, E., Indiveri, G., Douglas, R.: An adaptive silicon synapse. Presented at the Proceedings of the 2003 International Symposium on Circuits and Systems (ISCAS) (2003).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.: A Retina/V1 simple cell chip for physiology experiment design or classroom demonstration. Presented at the IEEE CCD and AIS meeting, Lake Tahoe, California, USA (2001).PUB | Download (ext.)
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2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2527420Chicca, E., Fusi, S.: Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons. In: Rattay, F. (ed.) Proceedings of the World Congress on Neuroinformatics. p. 468-477. ARGESIM/ASIM Verlag, Vienna (2001).PUB | PDF | Download (ext.)
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1999 | Report | PUB-ID: 2765078Chicca, E.: A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design. (1999).PUB