78 Publikationen
-
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986990Schoepe T, Janotte E, Milde MB, Bertrand O, Egelhaaf M, Chicca E. Finding the gap: neuromorphic motion-vision in dense environments. Nature Communications. 2024;15(1): 817.PUB | DOI | WoS | PubMed | Europe PMC
-
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 . 2023;3(4): 042001.PUB | DOI | WoS
-
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. 2020;14: 590163.PUB | PDF | DOI | WoS | PubMed | Europe PMC
-
-
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943346Pedretti G, Mannocci P, Hashemkhani S, et al. 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. 2020;6(1):189-97.PUB | DOI | WoS
-
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2942607D'Angelo GV, Janotte E, Schoepe T, et al. Event-based eccentric motion detection exploiting time difference encoding. Frontiers in Neuroscience. 2020;14: 451.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
-
-
2020 | Kurzbeitrag Konferenz / Poster | Angenommen | PUB-ID: 2939829Schoepe T, Gutierrez-Galan D, Dominguez-Morales JP, 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.PUB
-
2020 | Konferenzbeitrag | Angenommen | PUB-ID: 2939822Pedretti G, Milo V, Hashemkhani S, et al. 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.PUB
-
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933297Thakur CS, Molin JL, Cauwenberghs G, et al. Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (vol 12, 891, 2018). FRONTIERS IN NEUROSCIENCE. 2019;12: 991.PUB | DOI | WoS | PubMed | Europe PMC
-
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2937603Suresh B, Bertele M, Breyer ET, et al. 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
-
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2937811Schoepe T, Gutierrez-Galan D, Dominguez-Morales JP, 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). 2019:1-4.PUB | DOI
-
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.PUB
-
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932169Thakur CS, Molin JL, Cauwenberghs G, et al. Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain. Frontiers in Neuroscience. 2018;12: 891.PUB | DOI | WoS | PubMed | Europe PMC
-
-
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. 2018;124(15): 152003.PUB | DOI | WoS
-
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919435Milde MB, Bertrand O, Ramachandran H, Egelhaaf M, Chicca E. Spiking Elementary Motion Detector in Neuromorphic Systems. Neural Computation. 2018;30(9):2384-2417.PUB | DOI | WoS | PubMed | Europe PMC
-
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920203Donati E, Perez-Peña F, Bartolozzi C, Indiveri G, Chicca E. Open-Loop Neuromorphic Controller Implemented on VLSI Devices. In: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). IEEE; 2018: 827-832.PUB | DOI
-
-
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. 2018;8(1):1-5.PUB | DOI | WoS
-
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932091Mulaosmanovic H, Chicca E, Bertele M, Mikolajick T, Slesazeck S. Mimicking biological neurons with a nanoscale ferroelectric transistor. Nanoscale. 2018;10(46):21755-21763.PUB | DOI | WoS | PubMed | Europe PMC
-
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2910069Perez-Peña F, Leñero-Bardallo JA, Linares-Barranco A, Chicca E. 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; 2017: 1-4.PUB | DOI
-
-
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903317Mayr CG, Sheik S, Bartolozzi C, Chicca E. Synaptic Plasticity for Neuromorphic Systems. Frontiers in Neuroscience. 2016;10: 214.PUB | DOI | WoS | PubMed | Europe PMC
-
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. 2016;11(5): 55007.PUB | DOI | WoS | PubMed | Europe PMC
-
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575Maldonado 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.PUB | DOI | Download (ext.) | WoS
-
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906359Schirmer M, Stradolini F, Carrara S, Chicca E. FPGA-based approach for automatic peak detection in cyclic voltammetry. In: 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS). Piscataway, NJ: IEEE; 2016: 65-68.PUB | DOI
-
-
-
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903316Biolek D, Carrara S, Chicca E, et al. EU COST action IC1401 — Pushing the frontiers of memristive devices to systems. In: 2016 18th Mediterranean Electrotechnical Conference (MELECON). Piscataway, NJ: IEEE; 2016: 1-6.PUB
-
2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2903477Chang J, Sonkusale S, Yalcin M, et al. Current And Emergent Topics. In: Maloberti F, Davies AC, eds. A Short History of Circuits And Systems. Alborg, Denmark: IEEE, CAS, River Publishers; 2016: 255-265.PUB
-
2016 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2906914Maldonado Huayaney FL, Chicca E. Implementation of a Calcium based plasticity learning model VLSI chip. Presented at the 2nd MemoCIS Training School, Alghero, Italy.PUB
-
-
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039Richter 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.PUB | PDF | DOI
-
-
-
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757259Milde MB, Bertrand O, Benosman R, Egelhaaf M, Chicca E. Bioinspired event-driven collision avoidance algorithm based on optic flow. In: 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP). IEEE; 2015.PUB | PDF | DOI
-
-
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066Chicca E, Stefanini F, Bartolozzi C, Indiveri G. Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. In: Proceedings of the IEEE. Proceedings of the IEEE. Vol 102. Piscataway, NJ: IEEE; 2014: 1367-1388.PUB | PDF | DOI | WoS
-
-
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). Paris, France: Eolss Publishers; 2014.PUB
-
-
-
-
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2614728Morabito FC, Andreou AG, Chicca E. Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems. Neural Networks. 2013;45:1-3.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
-
-
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2612571Neftci E, Binas J, Rutishauser U, Chicca E, Indiveri G, Douglas RJ. Synthesizing cognition in neuromorphic electronic systems. Proceedings of the National Academy of Sciences of the United States of America. 2013;110(37):E3468-E3476.PUB | PDF | DOI | WoS | PubMed | Europe PMC
-
2013 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2559693Aamir SA, 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.PUB | PDF
-
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428Sheik 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.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
-
-
-
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 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.PUB | PDF | DOI | Download (ext.)
-
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473502Corneil D, Sonnleithner D, Neftci E, et al. Function approximation with uncertainty propagation in a VLSI spiking neural network. Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia.PUB | PDF | DOI
-
-
-
-
-
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.PUB | PDF | DOI | Download (ext.)
-
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.PUB | PDF | DOI | Download (ext.)
-
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).PUB | PDF | DOI | Download (ext.)
-
-
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.PUB | PDF | Download (ext.)
-
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427861Tapson J, Gurari N, Diaz J, et al. The Feeling of Color: A Haptic Feedback Device for the Visually Disabled. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Baltimore, MD.PUB | PDF | DOI | Download (ext.)
-
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426576Chicca 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.PUB | PDF | DOI | Download (ext.) | WoS
-
-
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427789Wang H-P, Chicca E, Indiveri G, Sejnowski TJ. Reliable Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Montreal, Que.PUB | PDF | DOI | Download (ext.)
-
-
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586Indiveri 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.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
-
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427696Chicca E, Lichtsteiner P, Delbruck T, Indiveri G, Douglas RJ. Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System. Presented at the Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS).PUB | PDF | DOI | Download (ext.)
-
-
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).PUB | PDF | Download (ext.)
-
-
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427690Chicca E, Indiveri G, Douglas RJ. An event-based VLSI network of integrate-and-fire neurons. Presented at the Proceedings of the 2004 International Symposium on Circuits and Systems (ISCAS).PUB | PDF | DOI | Download (ext.)
-
2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426595Chicca 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.PUB | PDF | DOI | WoS | PubMed | Europe PMC
-
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).PUB | PDF | DOI | Download (ext.)
-
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2904718Delbrück T, Liu S-C, Chicca E, Ricci GM, 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.PUB | Download (ext.)
-
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. Vienna: ARGESIM/ASIM Verlag; 2001: 468-477.PUB | PDF | Download (ext.)
-
1999 | Report | PUB-ID: 2765078Chicca E. A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design.; 1999.PUB