67 Publikationen

Alle markieren

[67]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933297
C.S. Thakur, et al., “Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (vol 12, 891, 2018)”, FRONTIERS IN NEUROSCIENCE, vol. 12, 2019, : 991.
PUB | DOI | WoS | PubMed | Europe PMC
 
[66]
2018 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2931065
M. Ziegler, et al., “Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning”, Journal of Applied Physics, vol. 124, 2018, pp. 152003.
PUB | DOI | WoS
 
[65]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932169
C.S. Thakur, et al., “Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain”, Frontiers in Neuroscience, vol. 12, 2018, : 891.
PUB | DOI | WoS | PubMed | Europe PMC
 
[64]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2917487
V. Milo, et al., “Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks”, 2018 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2018, pp.1-5.
PUB | DOI
 
[63]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919435
M.B. Milde, et al., “Spiking Elementary Motion Detector in Neuromorphic Systems”, Neural Computation, vol. 30, 2018, pp. 2384-2417.
PUB | DOI | WoS | PubMed | Europe PMC
 
[62]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920203
E. Donati, et al., “ Open-Loop Neuromorphic Controller Implemented on VLSI Devices”, 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), IEEE, 2018, pp.827-832.
PUB | DOI
 
[61]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2916977
V. Milo, E. Chicca, and D. Ielmini, “Brain-Inspired Recurrent Neural Network with Plastic RRAM Synapses”, 2018 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2018, pp.1-5.
PUB | DOI
 
[60]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919224
A. Basu, et al., “Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms”, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 8, 2018, pp. 1-5.
PUB | DOI | WoS
 
[59]
2018 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2933121
S. Rüttgers, et al., “Unsupervised MNIST Learning in an analog Spiking Neural Network using digital memristive devices”, Presented at the Conference in Cognitive Computing 2018, Hannover, 2018.
PUB
 
[58]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932091
H. Mulaosmanovic, et al., “Mimicking biological neurons with a nanoscale ferroelectric transistor”, Nanoscale, 2018.
PUB | DOI | WoS | PubMed | Europe PMC
 
[57]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2910069
F. Perez-Peña, et al., “Towards Bioinspired Close-Loop Local Motor Control. A Simulated Approach Supporting Neuromorphic Implementations”, 2017 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2017, pp.1-4.
PUB | DOI
 
[56]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2914471
V. Milo, D. Ielmini, and E. Chicca, “Attractor networks and associative memories with STDP learning in RRAM synapses”, 2017 International Electron Devices Meeting. Technical digest, Piscataway, NJ: IEEE, 2017, pp.11.2.1-11.2.4.
PUB | DOI
 
[55]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906359
M. Schirmer, et al., “FPGA-based approach for automatic peak detection in cyclic voltammetry”, 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ: IEEE, 2016, pp.65-68.
PUB | DOI
 
[54]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903317
C.G. Mayr, et al., “Synaptic Plasticity for Neuromorphic Systems”, Frontiers in Neuroscience, vol. 10, 2016, : 214.
PUB | DOI | WoS | PubMed | Europe PMC
 
[53]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2905748
J. Engelmann, et al., “Modeling latency code processing in the electric sense: from the biological template to its VLSI implementation”, Bioinspiration & Biomimetics, vol. 11, 2016, : 055007.
PUB | DOI | WoS | PubMed | Europe PMC
 
[52]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575
F.L. Maldonado Huayaney, S. Nease, and E. Chicca, “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, vol. 63, 2016, pp. 2189-2199.
PUB | DOI | Download (ext.) | WoS
 
[51]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2902825
S. Nease and E. Chicca, “Floating-Gate-Based Intrinsic Plasticity with Low-Voltage Rate Control”, 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2016.
PUB | DOI
 
[50]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2902824
F.L. Maldonado Huayaney and E. Chicca, “A VLSI Implementation of a calcium-based plasticity learning model”, 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2016, pp.373-376.
PUB | DOI
 
[49]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903316
D. Biolek, et al., “EU COST action IC1401 — Pushing the frontiers of memristive devices to systems”, 2016 18th Mediterranean Electrotechnical Conference (MELECON), Piscataway, NJ: IEEE, 2016, pp.1-6.
PUB
 
[48]
2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2903477
J. Chang, et al., “Current And Emergent Topics”, A Short History of Circuits And Systems, F. Maloberti and A.C. Davies, eds., Alborg, Denmark: IEEE, CAS, River Publishers, 2016, pp.255-265.
PUB
 
[47]
2016 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2906914
F.L. Maldonado Huayaney and E. Chicca, “Implementation of a Calcium based plasticity learning model VLSI chip”, Presented at the 2nd MemoCIS Training School, Alghero, Italy, 2016.
PUB
 
[46]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039
O. Richter, et al., “Device Mismatch in a Neuromorphic System Implements Random Features for Regression”, Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, Piscataway, NJ: IEEE, 2015, pp.1-4.
PUB | PDF | DOI
 
[45]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757270
S. Nease and E. Chicca, “Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors”, 2015 European Conference on Circuit Theory and Design (ECCTD), Piscataway, NJ: IEEE, 2015, pp.1-4.
PUB | DOI
 
[44]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2765362
B. Staar, et al., “A neural approach to drugs monitoring for personalized medicine”, 2015 International Joint Conference on Neural Networks (IJCNN), Piscataway, NJ: IEEE, 2015.
PUB | DOI
 
[43]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2759561
A. Thomas, et al., “Tunnel junction based memristors as artificial synapses”, Frontiers in Neuroscience, vol. 9, 2015, : 241.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[42]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757259
M.B. Milde, et al., “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
 
[41]
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2684167
H. Ramachandran, et al., “Neuromorphic Circuits for Short-Term Plasticity with Recovery Control”, 2014 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2014, pp.858-861.
PUB | PDF | DOI
 
[40]
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066
E. Chicca, et al., “Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems”, Proceedings of the IEEE, vol. 102, 2014, pp. 1367-1388.
PUB | PDF | DOI | WoS
 
[39]
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2697513
F. Perez-Peña, A. Linares-Barranco, and E. Chicca, “An Approach to Motor Control for Spike-based Neuromorphic Robotics”, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings, Piscataway, NJ: IEEE, 2014, pp.1-4.
PUB | DOI
 
[38]
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2698288
E. Neftci, C. Posch, and E. Chicca, “Neuromorphic Engineering”, Computational Intelligence, H. Ishibuchi, ed., Encyclopedia of Life Support Systems(EOLSS), Paris, France: Eolss Publishers, 2014.
PUB
 
[37]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2654984
M. Coath, et al., “A robust sound perception model suitable for neuromorphic implementation”, Neuromorphic Engineering, vol. 7, 2014, pp. 1-10.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[36]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2675855
F. Sandin, et al., “Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?”, Journal of Software Engineering and Applications, vol. 7, 2014, pp. 387-395.
PUB | PDF | DOI
 
[35]
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2697520
E. Chicca, M. Nawrot, and M. Schmuker, “Neuromorphic Sensors, Olfaction”, Encyclopedia of Computational Neuroscience, D. Jeager and R. Jung, eds., SpringerReference, Berlin Heidelberg, Germany: Springer-Verlag, 2014.
PUB | DOI
 
[34]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2614728
F.C. Morabito, A.G. Andreou, and E. Chicca, “Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems”, Neural Networks, vol. 45, 2013, pp. 1-3.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[33]
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2647430
T. Rost, et al., “A neuromorphic approach to auditory pattern recognition in cricket phonotaxis”, 2013 European Conference on Circuit Theory and Design (ECCTD), IEEE, 2013, pp.1-4.
PUB | PDF | DOI
 
[32]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2612571
E. Neftci, et al., “Synthesizing cognition in neuromorphic electronic systems”, Proceedings of the National Academy of Sciences of the United States of America, vol. 110, 2013, pp. E3468-E3476.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[31]
2013 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2559693
S.A. Aamir, et al., “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
 
[30]
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473510
D. Corneil, et al., “Real-time inference in a VLSI spiking neural network”, 2012 IEEE International Symposium on Circuits and Systems, Piscataway, NJ: IEEE, 2012, pp.2425-2428.
PUB | PDF | DOI
 
[29]
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473495
S. Sheik, E. Chicca, and G. Indiveri, “Exploiting Device Mismatch in Neuromorphic VLSI Systems to Implement Axonal Delays”, Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, 2012.
PUB | PDF | DOI
 
[28]
2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681
E. Neftci, et al., “Systematic Construction of Finite State Automata Using VLSI Spiking Neurons”, Biomimetic and Biohybrid Systems, T.J. Prescott, et al., eds., Lecture Notes in Computer Science, vol. 7375, Berlin, Heidelberg: Springer Science + Business Media, 2012, pp.382-383.
PUB | PDF | DOI | Download (ext.)
 
[27]
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473502
D. Corneil, 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, 2012.
PUB | PDF | DOI
 
[26]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428
S. Sheik, et al., “Emergent auditory feature tuning in a real-time neuromorphic VLSI system”, Frontiers in Neuroscience, vol. 6, 2012, : 17.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[25]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426566
E. Neftci, et al., “A systematic method for configuring VLSI networks of spiking neurons”, Neural Computation, vol. 23, 2011, pp. 2457-2497.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[24]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427822
S. Sheik, et al., “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
 
[23]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2468427
G. Indiveri and E. Chicca, “A VLSI neuromorphic device for implementing spike-based neural networks”, Presented at the Proceedings of the 21st Italian Workshop on Neural Nets (WIRN), 2011.
PUB | PDF | DOI
 
[22]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2427796
E.M. Moraud and E. Chicca, “Toward Neuromorphic Odor Tracking: Perspectives for space exploration”, Acta Futura, vol. 4, 2011, pp. 9-19.
PUB | PDF | DOI
 
[21]
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427661
M. Beyeler, et al., “Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation”, Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos, 2010.
PUB | PDF | DOI | Download (ext.)
 
[20]
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427761
E. Neftci, et al., “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.)
 
[19]
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427744
G. Indiveri, F. Stefanini, and E. Chicca, “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.)
 
[18]
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426571
G. Indiveri, E. Chicca, and R.J. Douglas, “Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition”, Cognitive Computation, vol. 1, 2009, pp. 119-127.
PUB | PDF | DOI | WoS
 
[17]
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427871
E. Neftci, et al., “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, Cambridge, MA: 2008.
PUB | PDF | Download (ext.)
 
[16]
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427861
J. Tapson, 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, 2008.
PUB | PDF | DOI | Download (ext.)
 
[15]
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426576
E. Chicca, 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, vol. 54, 2007, pp. 981-993.
PUB | PDF | DOI | Download (ext.) | WoS
 
[14]
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427704
E. Chicca, G. Indiveri, and R.J. Douglas, “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), Cambridge, MA: 2007.
PUB | PDF
 
[13]
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427789
H.-P. Wang, et al., “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.)
 
[12]
2006 | Dissertation | Veröffentlicht | PUB-ID: 2907526
E. Chicca, A Neuromorphic VLSI System for Modeling Spike-Based Cooperative Competitive Neural Networks, Zürich, Switzerland: ETH Zürich, 2006.
PUB | DOI
 
[11]
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586
G. Indiveri, E. Chicca, and R.J. Douglas, “A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity”, IEEE Transactions on Neural Networks, vol. 17, 2006, pp. 211-221.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[10]
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427696
E. Chicca, et al., “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.)
 
[9]
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427656
D. Ben Dayan Rubin, E. Chicca, and G. Indiveri, “Firing proprieties of an adaptive analog VLSI neuron”, Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland, 2004.
PUB | PDF
 
[8]
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723
G. Indiveri, E. Chicca, and R. Douglas, “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.)
 
[7]
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427690
E. Chicca, G. Indiveri, and R.J. Douglas, “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.)
 
[6]
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426591
D. Ben Dayan Rubin, E. Chicca, and G. Indiveri, “Characterizing the firing properties of an adaptive analog VLSI neuron”, Biologically Inspired Approaches to Advanced Information Technology, vol. 3141, 2004, pp. 189-200.
PUB | PDF | DOI | WoS
 
[5]
2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426595
E. Chicca, et al., “A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory”, IEEE Transactions on Neural Networks, vol. 14, 2003, pp. 1297-1307.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[4]
2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427684
E. Chicca, G. Indiveri, and R. Douglas, “An adaptive silicon synapse”, Presented at the Proceedings of the 2003 International Symposium on Circuits and Systems (ISCAS), 2003.
PUB | PDF | DOI | Download (ext.)
 
[3]
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2904718
T. Delbrück, et al., “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.)
 
[2]
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2527420
E. Chicca and S. Fusi, “Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons”, Proceedings of the World Congress on Neuroinformatics, F. Rattay, ed., Vienna: ARGESIM/ASIM Verlag, 2001, pp.468-477.
PUB | PDF | Download (ext.)
 
[1]
1999 | Report | PUB-ID: 2765078
E. Chicca, A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design, 1999.
PUB
 

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67 Publikationen

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[67]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933297
C.S. Thakur, et al., “Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (vol 12, 891, 2018)”, FRONTIERS IN NEUROSCIENCE, vol. 12, 2019, : 991.
PUB | DOI | WoS | PubMed | Europe PMC
 
[66]
2018 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2931065
M. Ziegler, et al., “Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning”, Journal of Applied Physics, vol. 124, 2018, pp. 152003.
PUB | DOI | WoS
 
[65]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932169
C.S. Thakur, et al., “Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain”, Frontiers in Neuroscience, vol. 12, 2018, : 891.
PUB | DOI | WoS | PubMed | Europe PMC
 
[64]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2917487
V. Milo, et al., “Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks”, 2018 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2018, pp.1-5.
PUB | DOI
 
[63]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919435
M.B. Milde, et al., “Spiking Elementary Motion Detector in Neuromorphic Systems”, Neural Computation, vol. 30, 2018, pp. 2384-2417.
PUB | DOI | WoS | PubMed | Europe PMC
 
[62]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2920203
E. Donati, et al., “ Open-Loop Neuromorphic Controller Implemented on VLSI Devices”, 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), IEEE, 2018, pp.827-832.
PUB | DOI
 
[61]
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2916977
V. Milo, E. Chicca, and D. Ielmini, “Brain-Inspired Recurrent Neural Network with Plastic RRAM Synapses”, 2018 IEEE International Symposium on Circuits and Systems (ISCAS), IEEE, 2018, pp.1-5.
PUB | DOI
 
[60]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919224
A. Basu, et al., “Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms”, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 8, 2018, pp. 1-5.
PUB | DOI | WoS
 
[59]
2018 | Kurzbeitrag Konferenz / Poster | PUB-ID: 2933121
S. Rüttgers, et al., “Unsupervised MNIST Learning in an analog Spiking Neural Network using digital memristive devices”, Presented at the Conference in Cognitive Computing 2018, Hannover, 2018.
PUB
 
[58]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932091
H. Mulaosmanovic, et al., “Mimicking biological neurons with a nanoscale ferroelectric transistor”, Nanoscale, 2018.
PUB | DOI | WoS | PubMed | Europe PMC
 
[57]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2910069
F. Perez-Peña, et al., “Towards Bioinspired Close-Loop Local Motor Control. A Simulated Approach Supporting Neuromorphic Implementations”, 2017 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2017, pp.1-4.
PUB | DOI
 
[56]
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2914471
V. Milo, D. Ielmini, and E. Chicca, “Attractor networks and associative memories with STDP learning in RRAM synapses”, 2017 International Electron Devices Meeting. Technical digest, Piscataway, NJ: IEEE, 2017, pp.11.2.1-11.2.4.
PUB | DOI
 
[55]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2906359
M. Schirmer, et al., “FPGA-based approach for automatic peak detection in cyclic voltammetry”, 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ: IEEE, 2016, pp.65-68.
PUB | DOI
 
[54]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2903317
C.G. Mayr, et al., “Synaptic Plasticity for Neuromorphic Systems”, Frontiers in Neuroscience, vol. 10, 2016, : 214.
PUB | DOI | WoS | PubMed | Europe PMC
 
[53]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2905748
J. Engelmann, et al., “Modeling latency code processing in the electric sense: from the biological template to its VLSI implementation”, Bioinspiration & Biomimetics, vol. 11, 2016, : 055007.
PUB | DOI | WoS | PubMed | Europe PMC
 
[52]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2906575
F.L. Maldonado Huayaney, S. Nease, and E. Chicca, “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, vol. 63, 2016, pp. 2189-2199.
PUB | DOI | Download (ext.) | WoS
 
[51]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2902825
S. Nease and E. Chicca, “Floating-Gate-Based Intrinsic Plasticity with Low-Voltage Rate Control”, 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2016.
PUB | DOI
 
[50]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2902824
F.L. Maldonado Huayaney and E. Chicca, “A VLSI Implementation of a calcium-based plasticity learning model”, 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2016, pp.373-376.
PUB | DOI
 
[49]
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2903316
D. Biolek, et al., “EU COST action IC1401 — Pushing the frontiers of memristive devices to systems”, 2016 18th Mediterranean Electrotechnical Conference (MELECON), Piscataway, NJ: IEEE, 2016, pp.1-6.
PUB
 
[48]
2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2903477
J. Chang, et al., “Current And Emergent Topics”, A Short History of Circuits And Systems, F. Maloberti and A.C. Davies, eds., Alborg, Denmark: IEEE, CAS, River Publishers, 2016, pp.255-265.
PUB
 
[47]
2016 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2906914
F.L. Maldonado Huayaney and E. Chicca, “Implementation of a Calcium based plasticity learning model VLSI chip”, Presented at the 2nd MemoCIS Training School, Alghero, Italy, 2016.
PUB
 
[46]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2767039
O. Richter, et al., “Device Mismatch in a Neuromorphic System Implements Random Features for Regression”, Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, Piscataway, NJ: IEEE, 2015, pp.1-4.
PUB | PDF | DOI
 
[45]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757270
S. Nease and E. Chicca, “Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors”, 2015 European Conference on Circuit Theory and Design (ECCTD), Piscataway, NJ: IEEE, 2015, pp.1-4.
PUB | DOI
 
[44]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2765362
B. Staar, et al., “A neural approach to drugs monitoring for personalized medicine”, 2015 International Joint Conference on Neural Networks (IJCNN), Piscataway, NJ: IEEE, 2015.
PUB | DOI
 
[43]
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2759561
A. Thomas, et al., “Tunnel junction based memristors as artificial synapses”, Frontiers in Neuroscience, vol. 9, 2015, : 241.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[42]
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2757259
M.B. Milde, et al., “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
 
[41]
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2684167
H. Ramachandran, et al., “Neuromorphic Circuits for Short-Term Plasticity with Recovery Control”, 2014 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ: IEEE, 2014, pp.858-861.
PUB | PDF | DOI
 
[40]
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2675066
E. Chicca, et al., “Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems”, Proceedings of the IEEE, vol. 102, 2014, pp. 1367-1388.
PUB | PDF | DOI | WoS
 
[39]
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2697513
F. Perez-Peña, A. Linares-Barranco, and E. Chicca, “An Approach to Motor Control for Spike-based Neuromorphic Robotics”, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings, Piscataway, NJ: IEEE, 2014, pp.1-4.
PUB | DOI
 
[38]
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2698288
E. Neftci, C. Posch, and E. Chicca, “Neuromorphic Engineering”, Computational Intelligence, H. Ishibuchi, ed., Encyclopedia of Life Support Systems(EOLSS), Paris, France: Eolss Publishers, 2014.
PUB
 
[37]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2654984
M. Coath, et al., “A robust sound perception model suitable for neuromorphic implementation”, Neuromorphic Engineering, vol. 7, 2014, pp. 1-10.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[36]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2675855
F. Sandin, et al., “Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?”, Journal of Software Engineering and Applications, vol. 7, 2014, pp. 387-395.
PUB | PDF | DOI
 
[35]
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2697520
E. Chicca, M. Nawrot, and M. Schmuker, “Neuromorphic Sensors, Olfaction”, Encyclopedia of Computational Neuroscience, D. Jeager and R. Jung, eds., SpringerReference, Berlin Heidelberg, Germany: Springer-Verlag, 2014.
PUB | DOI
 
[34]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2614728
F.C. Morabito, A.G. Andreou, and E. Chicca, “Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems”, Neural Networks, vol. 45, 2013, pp. 1-3.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[33]
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2647430
T. Rost, et al., “A neuromorphic approach to auditory pattern recognition in cricket phonotaxis”, 2013 European Conference on Circuit Theory and Design (ECCTD), IEEE, 2013, pp.1-4.
PUB | PDF | DOI
 
[32]
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2612571
E. Neftci, et al., “Synthesizing cognition in neuromorphic electronic systems”, Proceedings of the National Academy of Sciences of the United States of America, vol. 110, 2013, pp. E3468-E3476.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[31]
2013 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2559693
S.A. Aamir, et al., “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
 
[30]
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473510
D. Corneil, et al., “Real-time inference in a VLSI spiking neural network”, 2012 IEEE International Symposium on Circuits and Systems, Piscataway, NJ: IEEE, 2012, pp.2425-2428.
PUB | PDF | DOI
 
[29]
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473495
S. Sheik, E. Chicca, and G. Indiveri, “Exploiting Device Mismatch in Neuromorphic VLSI Systems to Implement Axonal Delays”, Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, 2012.
PUB | PDF | DOI
 
[28]
2012 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2542681
E. Neftci, et al., “Systematic Construction of Finite State Automata Using VLSI Spiking Neurons”, Biomimetic and Biohybrid Systems, T.J. Prescott, et al., eds., Lecture Notes in Computer Science, vol. 7375, Berlin, Heidelberg: Springer Science + Business Media, 2012, pp.382-383.
PUB | PDF | DOI | Download (ext.)
 
[27]
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2473502
D. Corneil, 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, 2012.
PUB | PDF | DOI
 
[26]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2462428
S. Sheik, et al., “Emergent auditory feature tuning in a real-time neuromorphic VLSI system”, Frontiers in Neuroscience, vol. 6, 2012, : 17.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[25]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426566
E. Neftci, et al., “A systematic method for configuring VLSI networks of spiking neurons”, Neural Computation, vol. 23, 2011, pp. 2457-2497.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[24]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427822
S. Sheik, et al., “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
 
[23]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2468427
G. Indiveri and E. Chicca, “A VLSI neuromorphic device for implementing spike-based neural networks”, Presented at the Proceedings of the 21st Italian Workshop on Neural Nets (WIRN), 2011.
PUB | PDF | DOI
 
[22]
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2427796
E.M. Moraud and E. Chicca, “Toward Neuromorphic Odor Tracking: Perspectives for space exploration”, Acta Futura, vol. 4, 2011, pp. 9-19.
PUB | PDF | DOI
 
[21]
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427661
M. Beyeler, et al., “Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation”, Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos, 2010.
PUB | PDF | DOI | Download (ext.)
 
[20]
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427761
E. Neftci, et al., “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.)
 
[19]
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427744
G. Indiveri, F. Stefanini, and E. Chicca, “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.)
 
[18]
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426571
G. Indiveri, E. Chicca, and R.J. Douglas, “Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition”, Cognitive Computation, vol. 1, 2009, pp. 119-127.
PUB | PDF | DOI | WoS
 
[17]
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427871
E. Neftci, et al., “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, Cambridge, MA: 2008.
PUB | PDF | Download (ext.)
 
[16]
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427861
J. Tapson, 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, 2008.
PUB | PDF | DOI | Download (ext.)
 
[15]
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426576
E. Chicca, 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, vol. 54, 2007, pp. 981-993.
PUB | PDF | DOI | Download (ext.) | WoS
 
[14]
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427704
E. Chicca, G. Indiveri, and R.J. Douglas, “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), Cambridge, MA: 2007.
PUB | PDF
 
[13]
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427789
H.-P. Wang, et al., “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.)
 
[12]
2006 | Dissertation | Veröffentlicht | PUB-ID: 2907526
E. Chicca, A Neuromorphic VLSI System for Modeling Spike-Based Cooperative Competitive Neural Networks, Zürich, Switzerland: ETH Zürich, 2006.
PUB | DOI
 
[11]
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426586
G. Indiveri, E. Chicca, and R.J. Douglas, “A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity”, IEEE Transactions on Neural Networks, vol. 17, 2006, pp. 211-221.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[10]
2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427696
E. Chicca, et al., “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.)
 
[9]
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427656
D. Ben Dayan Rubin, E. Chicca, and G. Indiveri, “Firing proprieties of an adaptive analog VLSI neuron”, Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland, 2004.
PUB | PDF
 
[8]
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427723
G. Indiveri, E. Chicca, and R. Douglas, “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.)
 
[7]
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427690
E. Chicca, G. Indiveri, and R.J. Douglas, “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.)
 
[6]
2004 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426591
D. Ben Dayan Rubin, E. Chicca, and G. Indiveri, “Characterizing the firing properties of an adaptive analog VLSI neuron”, Biologically Inspired Approaches to Advanced Information Technology, vol. 3141, 2004, pp. 189-200.
PUB | PDF | DOI | WoS
 
[5]
2003 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2426595
E. Chicca, et al., “A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory”, IEEE Transactions on Neural Networks, vol. 14, 2003, pp. 1297-1307.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[4]
2003 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2427684
E. Chicca, G. Indiveri, and R. Douglas, “An adaptive silicon synapse”, Presented at the Proceedings of the 2003 International Symposium on Circuits and Systems (ISCAS), 2003.
PUB | PDF | DOI | Download (ext.)
 
[3]
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2904718
T. Delbrück, et al., “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.)
 
[2]
2001 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2527420
E. Chicca and S. Fusi, “Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons”, Proceedings of the World Congress on Neuroinformatics, F. Rattay, ed., Vienna: ARGESIM/ASIM Verlag, 2001, pp.468-477.
PUB | PDF | Download (ext.)
 
[1]
1999 | Report | PUB-ID: 2765078
E. Chicca, A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design, 1999.
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