Elisabetta Chicca

chicca@cit-ec.uni-bielefeld.de
ORCID logo https://orcid.org/0000-0002-5518-8990

PEVZ-ID
26461080

66 Publikationen

Alle markieren

[66]
2018 | Kurzbeitrag Konferenz | PUB-ID: 2933121
Unsupervised MNIST Learning in an analog Spiking Neural Network using digital memristive devices
Rüttgers S, Klein P, Ziegler M, Chicca E (2018)
Presented at the Conference in Cognitive Computing 2018, Hannover.
PUB
 
[65]
2018 | Konferenzbeitrag | PUB-ID: 2916977
Brain-Inspired Recurrent Neural Network with Plastic RRAM Synapses
Milo V, Chicca E, Ielmini D (2018)
In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 1-5.
PUB | DOI
 
[64]
2018 | Konferenzbeitrag | PUB-ID: 2917487
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks
Milo V, Pedretti G, Laudato M, Bricalli A, Ambrosi E, Bianchi S, Chicca E, Ielmini D (2018)
In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 1-5.
PUB | DOI
 
[63]
2018 | Konferenzbeitrag | PUB-ID: 2920203
Open-Loop Neuromorphic Controller Implemented on VLSI Devices
Donati E, Perez-Peña F, Bartolozzi C, Indiveri G, Chicca E (2018)
In: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). IEEE: 827-832.
PUB | DOI
 
[62]
2018 | Zeitschriftenaufsatz | PUB-ID: 2932169
Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain
Thakur CS, Molin JL, Cauwenberghs G, Indiveri G, Kumar K, Qiao N, Schemmel J, Wang R, Chicca E, Olson Hasler J, Seo J-sun, et al. (2018)
Frontiers in Neuroscience 12: 891.
PUB | DOI | WoS | PubMed | Europe PMC
 
[61]
2018 | Zeitschriftenaufsatz | PUB-ID: 2932091
Mimicking biological neurons with a nanoscale ferroelectric transistor
Mulaosmanovic H, Chicca E, Bertele M, Mikolajick T, Slesazeck S (2018)
Nanoscale.
PUB | DOI | WoS | PubMed | Europe PMC
 
[60]
2018 | Zeitschriftenaufsatz | PUB-ID: 2931065
Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning
Ziegler M, Wenger C, Chicca E, Kohlstedt H (2018)
Journal of Applied Physics 124(15): 152003.
PUB | DOI | WoS
 
[59]
2018 | Zeitschriftenaufsatz | PUB-ID: 2919435
Spiking Elementary Motion Detector in Neuromorphic Systems
Milde MB, Bertrand O, Ramachandran H, Egelhaaf M, Chicca E (2018)
Neural Computation 30(9): 2384-2417.
PUB | DOI | WoS | PubMed | Europe PMC
 
[58]
2018 | Zeitschriftenaufsatz | PUB-ID: 2919224
Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms
Basu A, Chang M-F, Chicca E, Karnik T, Li H, Seo J-S (2018)
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8(1): 1-5.
PUB | DOI | WoS
 
[57]
2017 | Konferenzbeitrag | PUB-ID: 2910069
Towards Bioinspired Close-Loop Local Motor Control: A Simulated Approach Supporting Neuromorphic Implementations
Perez-Peña F, Leñero-Bardallo JA, Linares-Barranco A, Chicca E (2017)
In: 2017 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 1-4.
PUB | DOI
 
[56]
2017 | Konferenzbeitrag | PUB-ID: 2914471
Attractor networks and associative memories with STDP learning in RRAM synapses
Milo V, Ielmini D, Chicca E (2017)
In: 2017 International Electron Devices Meeting. Technical digest. Piscataway, NJ: IEEE: 11.2.1-11.2.4.
PUB | DOI
 
[55]
2016 | Zeitschriftenaufsatz | PUB-ID: 2906575
Learning in Silicon Beyond STDP: A Neuromorphic Implementation of Multi-Factor Synaptic Plasticity With Calcium-Based Dynamics
Maldonado Huayaney FL, Nease S, Chicca E (2016)
IEEE Transactions on Circuits and Systems I: Regular Papers 63(12): 2189-2199.
PUB | DOI | Download (ext.) | WoS
 
[54]
2016 | Konferenzbeitrag | PUB-ID: 2906359
FPGA-based approach for automatic peak detection in cyclic voltammetry
Schirmer M, Stradolini F, Carrara S, Chicca E (2016)
In: 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS). IEEE: 65-68.
PUB | DOI
 
[53]
2016 | Zeitschriftenaufsatz | PUB-ID: 2905748
Modeling latency code processing in the electric sense: from the biological template to its VLSI implementation
Engelmann J, Walther T, Grant K, Chicca E, Gómez-Sena L (2016)
Bioinspiration & Biomimetics 11(5): 055007.
PUB | DOI | WoS | PubMed | Europe PMC
 
[52]
2016 | Sammelwerksbeitrag | PUB-ID: 2903477
Current And Emergent Topics
Chang J, Sonkusale S, Yalcin M, Ogunfunmi T, Vanderwalle J, Zhu W-P, Liu Z, Chang RC-H, Chicca E, Callegari S, Chu C-C, et al. (2016)
In: A Short History of Circuits And Systems. Maloberti F, Davies AC (Eds); Alborg, Denmark: IEEE, CAS, River Publishers: 255-265.
PUB
 
[51]
2016 | Kurzbeitrag Konferenz | PUB-ID: 2906914
Implementation of a Calcium based plasticity learning model VLSI chip
Maldonado Huayaney FL, Chicca E (2016)
Presented at the 2nd MemoCIS Training School, Alghero, Italy.
PUB
 
[50]
2016 | Konferenzbeitrag | PUB-ID: 2902824
A VLSI Implementation of a calcium-based plasticity learning model
Maldonado Huayaney FL, Chicca E (2016)
In: Circuits and Systems (ISCAS), 2016 IEEE International Symposium on. IEEE.
PUB | DOI
 
[49]
2016 | Zeitschriftenaufsatz | PUB-ID: 2903317
Synaptic Plasticity for Neuromorphic Systems
Mayr CG, Sheik S, Bartolozzi C, Chicca E (2016)
Frontiers in Neuroscience 10: 214.
PUB | DOI | WoS | PubMed | Europe PMC
 
[48]
2016 | Konferenzbeitrag | PUB-ID: 2903316
EU COST action IC1401 — Pushing the frontiers of memristive devices to systems
Biolek D, Carrara S, Chicca E, Corinto F, Georgiou J, Linares-Barranco B, Prodromakis T, Spiga S, Tetzlaff R (2016)
In: 2016 18th Mediterranean Electrotechnical Conference (MELECON). IEEE.
PUB
 
[47]
2016 | Konferenzbeitrag | PUB-ID: 2902825
Floating-Gate-Based Intrinsic Plasticity with Low-Voltage Rate Control
Nease S, Chicca E (2016)
In: Circuits and Systems (ISCAS), 2016 IEEE International Symposium on. IEEE.
PUB | DOI
 
[46]
2015 | Zeitschriftenaufsatz | PUB-ID: 2759561
Tunnel junction based memristors as artificial synapses
Thomas A, Niehörster S, Fabretti S, Shepheard N, Kuschel O, Küpper K, Wollschläger J, Krzysteczko P, Chicca E (2015)
Frontiers in Neuroscience 9: 241.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[45]
2015 | Konferenzbeitrag | PUB-ID: 2767039
Device Mismatch in a Neuromorphic System Implements Random Features for Regression
Richter O, Reinhart F, Nease S, Steil JJ, Chicca E (2015)
In: Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE. Piscataway, NJ: IEEE: 1-4.
PUB | PDF | DOI
 
[44]
2015 | Konferenzbeitrag | PUB-ID: 2757259
Bioinspired event-driven collision avoidance algorithm based on optic flow
Milde MB, Bertrand O, Benosman R, Egelhaaf M, Chicca E (2015)
In: 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP). IEEE.
PUB | PDF | DOI
 
[43]
2015 | Konferenzbeitrag | PUB-ID: 2765362
A neural approach to drugs monitoring for personalized medicine
Staar B, Schirmer M, Bai-Rossi C, De Micheli G, Carrara S, Chicca E (2015)
In: Neural Networks (IJCNN), 2015 International Joint Conference on. Killarney, Ireland.
PUB | DOI
 
[42]
2015 | Konferenzbeitrag | PUB-ID: 2757270
Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors
Nease S, Chicca E (2015)
In: Circuit Theory and Design (ECCTD), 2015 European Conference on. Trondheim, Norway: 1-4.
PUB | DOI
 
[41]
2014 | Konferenzbeitrag | PUB-ID: 2675066
Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems
Chicca E, Stefanini F, Bartolozzi C, Indiveri G (2014)
In: Proceedings of the IEEE., 102(9). 1367-1388.
PUB | PDF | DOI | WoS
 
[40]
2014 | Sammelwerksbeitrag | PUB-ID: 2698288
Neuromorphic Engineering
Neftci E, Posch C, Chicca E (2014)
In: Computational Intelligence. Ishibuchi H (Ed); Encyclopedia of Life Support Systems(EOLSS). Paris, France: Eolss Publishers.
PUB
 
[39]
2014 | Zeitschriftenaufsatz | PUB-ID: 2654984
A robust sound perception model suitable for neuromorphic implementation
Coath M, Sheik S, Chicca E, Indiveri G, Denham S, Wennekers T (2014)
Neuromorphic Engineering 7(278): 1-10.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[38]
2014 | Konferenzbeitrag | PUB-ID: 2684167
Neuromorphic Circuits for Short-Term Plasticity with Recovery Control
Ramachandran H, Weber S, Aamir SA, Chicca E (2014)
In: 2014 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 858-861.
PUB | PDF | DOI
 
[37]
2014 | Zeitschriftenaufsatz | PUB-ID: 2675855
Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?
Sandin F, Khan AI, Dyer AG, Amin AHM, Indiveri G, Chicca E, Osipov E (2014)
Journal of Software Engineering and Applications 7(5): 387-395.
PUB | PDF | DOI
 
[36]
2014 | Konferenzbeitrag | PUB-ID: 2697513
An Approach to Motor Control for Spike-based Neuromorphic Robotics
Perez-Peña F, Linares-Barranco A, Chicca E (2014)
Presented at the IEEE/CAS-EMB Biomedical Circuits and Systems Conference (Biocas 2014), Lausanne, Switzerland.
PUB | DOI
 
[35]
2014 | Sammelwerksbeitrag | PUB-ID: 2697520
Neuromorphic Sensors, Olfaction
Chicca E, Nawrot M, Schmuker M (2014)
In: Encyclopedia of Computational Neuroscience. Jeager D, Jung R (Eds); SpringerReference. Berlin Heidelberg, Germany: Springer-Verlag.
PUB | DOI
 
[34]
2013 | Zeitschriftenaufsatz | PUB-ID: 2614728
Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems
Morabito FC, Andreou AG, Chicca E (2013)
Neural Networks 45: 1-3.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[33]
2013 | Konferenzbeitrag | PUB-ID: 2647430
A neuromorphic approach to auditory pattern recognition in cricket phonotaxis
Rost T, Ramachandran H, Nawrot MP, Chicca E (2013)
In: 2013 European Conference on Circuit Theory and Design (ECCTD). IEEE: 1-4.
PUB | PDF | DOI
 
[32]
2013 | Zeitschriftenaufsatz | PUB-ID: 2612571
Synthesizing cognition in neuromorphic electronic systems
Neftci E, Binas J, Rutishauser U, Chicca E, Indiveri G, Douglas RJ (2013)
Proceedings of the National Academy of Sciences of the United States of America 110(37): E3468-E3476.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[31]
2013 | Kurzbeitrag Konferenz | PUB-ID: 2559693
A Neuromorphic VLSI Implementation of a Simplified Electrosensory System in a Weakly Electric Fish
Aamir SA, Engelmann J, Gomez L, Chicca E (2013)
Presented at the International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013), Grenoble, France.
PUB | PDF
 
[30]
2012 | Konferenzbeitrag | PUB-ID: 2473495
Exploiting Device Mismatch in Neuromorphic VLSI Systems to Implement Axonal Delays
Sheik S, Chicca E, Indiveri G (2012)
Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia.
PUB | PDF | DOI
 
[29]
2012 | Konferenzbeitrag | PUB-ID: 2473510
Real-time inference in a VLSI spiking neural network
Corneil D, Sonnleithner D, Neftci E, Chicca E, Cook M, Indiveri G, Douglas R (2012)
Presented at the International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI
 
[28]
2012 | Sammelwerksbeitrag | PUB-ID: 2542681
Systematic Construction of Finite State Automata Using VLSI Spiking Neurons
Neftci E, Binas J, Chicca E, Indiveri G, Douglas R (2012)
In: Biomimetic and Biohybrid Systems. Prescott TJ, Lepora NF, Mura A, Verschure PFMJ (Eds); Lecture Notes in Computer Science, 7375. Berlin, Heidelberg: Springer Science + Business Media: 382-383.
PUB | PDF | DOI | Download (ext.)
 
[27]
2012 | Konferenzbeitrag | PUB-ID: 2473502
Function approximation with uncertainty propagation in a VLSI spiking neural network
Corneil D, Sonnleithner D, Neftci E, Chicca E, Cook M, Indiveri G, Douglas R (2012)
Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia.
PUB | PDF | DOI
 
[26]
2012 | Zeitschriftenaufsatz | PUB-ID: 2462428
Emergent auditory feature tuning in a real-time neuromorphic VLSI system
Sheik S, Coath M, Indiveri G, Denham SL, Wennekers T, Chicca E (2012)
Frontiers in Neuroscience 6: 17.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[25]
2011 | Konferenzbeitrag | PUB-ID: 2427822
Systematic configuration and automatic tuning of neuromorphic systems
Sheik S, Stefanini F, Neftci E, Chicca E, Indiveri G (2011)
Presented at the International Symposium on Circuits and Systems (ISCAS), Rio de Janeiro, Brasil.
PUB | PDF | DOI
 
[24]
2011 | Konferenzbeitrag | PUB-ID: 2468427
A VLSI neuromorphic device for implementing spike-based neural networks
Indiveri G, Chicca E (2011)
Presented at the Proceedings of the 21st Italian Workshop on Neural Nets (WIRN).
PUB | PDF | DOI
 
[23]
2011 | Zeitschriftenaufsatz | PUB-ID: 2426566
A systematic method for configuring VLSI networks of spiking neurons
Neftci E, Chicca E, Indiveri G, Douglas RJ (2011)
Neural Computation 23(10): 2457-2497.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[22]
2011 | Zeitschriftenaufsatz | PUB-ID: 2427796
Toward Neuromorphic Odor Tracking: Perspectives for space exploration
Moraud EM, Chicca E (2011)
Acta Futura 4(8): 9-19.
PUB | PDF | DOI
 
[21]
2010 | Konferenzbeitrag | PUB-ID: 2427661
Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation
Beyeler M, Stefanini F, Proske H, Galizia G, Chicca E (2010)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos.
PUB | PDF | DOI | Download (ext.)
 
[20]
2010 | Konferenzbeitrag | PUB-ID: 2427761
State-dependent sensory processing in networks of VLSI spiking neurons
Neftci E, Chicca E, Cook M, Indiveri G, Douglas R (2010)
Presented at the International Symposium on Circuits and Systems (ISCAS), Paris.
PUB | PDF | DOI | Download (ext.)
 
[19]
2010 | Konferenzbeitrag | PUB-ID: 2427744
Spike-based learning with a generalized integrate and fire silicon neuron
Indiveri G, Stefanini F, Chicca E (2010)
Presented at the International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[18]
2009 | Zeitschriftenaufsatz | PUB-ID: 2426571
Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition
Indiveri G, Chicca E, Douglas RJ (2009)
Cognitive Computation 1(2): 119-127.
PUB | PDF | DOI | WoS
 
[17]
2008 | Konferenzbeitrag | PUB-ID: 2427871
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons
Neftci E, Chicca E, Indiveri G, Slotine J-J, Douglas R (2008)
Presented at the Advances in Neural Information Processing Systems 20 (NIPS), Vancouver, British Columbia, Canada.
PUB | PDF | Download (ext.)
 
[16]
2008 | Konferenzbeitrag | PUB-ID: 2427861
The Feeling of Color: A Haptic Feedback Device for the Visually Disabled
Tapson J, Gurari N, Diaz J, Chicca E, Sander D, Pouliquen P, Etienne-Cummings R (2008)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Baltimore, MD.
PUB | PDF | DOI | Download (ext.)
 
[15]
2007 | Zeitschriftenaufsatz | PUB-ID: 2426576
A multi-chip pulse-based neuromorphic infrastructure and its application to a model of orientation selectivity
Chicca E, Whatley AM, Lichtsteiner P, Dante V, Delbruck T, Del Giudice P, Douglas RJ, Indiveri G (2007)
IEEE-Transactions on Circuits and Systems I: Regular Papers 54(5): 981-993.
PUB | PDF | DOI | Download (ext.) | WoS
 
[14]
2007 | Konferenzbeitrag | PUB-ID: 2427704
Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons
Chicca E, Indiveri G, Douglas RJ (2007)
Presented at the Advances in Neural Information Processing Systems 19 (NIPS).
PUB | PDF
 
[13]
2007 | Konferenzbeitrag | PUB-ID: 2427789
Reliable Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware
Wang H-P, Chicca E, Indiveri G, Sejnowski TJ (2007)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Montreal, Que.
PUB | PDF | DOI | Download (ext.)
 
[12]
2006 | Zeitschriftenaufsatz | PUB-ID: 2426586
A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity
Indiveri G, Chicca E, Douglas RJ (2006)
IEEE Transactions on Neural Networks 17(1): 211-221.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[11]
2006 | Konferenzbeitrag | PUB-ID: 2427696
Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System
Chicca E, Lichtsteiner P, Delbruck T, Indiveri G, Douglas RJ (2006)
Presented at the Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[10]
2006 | Dissertation | PUB-ID: 2907526
A Neuromorphic VLSI System for Modeling Spike-Based Cooperative Competitive Neural Networks
Chicca E (2006)
Zürich, Switzerland: ETH Zürich.
PUB | DOI
 
[9]
2004 | Konferenzbeitrag | PUB-ID: 2427656
Firing proprieties of an adaptive analog VLSI neuron
Ben Dayan Rubin D, Chicca E, Indiveri G (2004)
Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.
PUB | PDF
 
[8]
2004 | Konferenzbeitrag | PUB-ID: 2427723
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses
Indiveri G, Chicca E, Douglas R (2004)
Presented at the Proceedings of 12th European Symposium on Artificial Neural Networks (ESANN), Bruges (Belgium).
PUB | PDF | Download (ext.)
 
[7]
2004 | Zeitschriftenaufsatz | PUB-ID: 2426591
Characterizing the firing properties of an adaptive analog VLSI neuron
Ben Dayan Rubin D, Chicca E, Indiveri G (2004)
Biologically Inspired Approaches to Advanced Information Technology 3141: 189-200.
PUB | PDF | DOI | WoS
 
[6]
2004 | Konferenzbeitrag | PUB-ID: 2427690
An event-based VLSI network of integrate-and-fire neurons
Chicca E, Indiveri G, Douglas RJ (2004)
Presented at the Proceedings of the 2004 International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[5]
2003 | Zeitschriftenaufsatz | PUB-ID: 2426595
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory
Chicca E, Badoni D, Dante V, D'Andreagiovanni M, Salina G, Carota L, Fusi S, Del Giudice P (2003)
IEEE Transactions on Neural Networks 14(5): 1297-1307.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[4]
2003 | Konferenzbeitrag | PUB-ID: 2427684
An adaptive silicon synapse
Chicca E, Indiveri G, Douglas R (2003)
Presented at the Proceedings of the 2003 International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[3]
2001 | Konferenzbeitrag | PUB-ID: 2904718
A Retina/V1 simple cell chip for physiology experiment design or classroom demonstration
Delbrück T, Liu S-C, Chicca E, Ricci GM, Bovet S (2001)
Presented at the IEEE CCD and AIS meeting, Lake Tahoe, California, USA.
PUB | Download (ext.)
 
[2]
2001 | Konferenzbeitrag | PUB-ID: 2527420
Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons
Chicca E, Fusi S (2001)
In: Proceedings of the World Congress on Neuroinformatics. Rattay F (Ed); Vienna: ARGESIM/ASIM Verlag: 468-477.
PUB | PDF | Download (ext.)
 
[1]
1999 | Report | PUB-ID: 2765078
A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design
Chicca E (1999) .
PUB
 
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66 Publikationen

Alle markieren

[66]
2018 | Kurzbeitrag Konferenz | PUB-ID: 2933121
Unsupervised MNIST Learning in an analog Spiking Neural Network using digital memristive devices
Rüttgers S, Klein P, Ziegler M, Chicca E (2018)
Presented at the Conference in Cognitive Computing 2018, Hannover.
PUB
 
[65]
2018 | Konferenzbeitrag | PUB-ID: 2916977
Brain-Inspired Recurrent Neural Network with Plastic RRAM Synapses
Milo V, Chicca E, Ielmini D (2018)
In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 1-5.
PUB | DOI
 
[64]
2018 | Konferenzbeitrag | PUB-ID: 2917487
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks
Milo V, Pedretti G, Laudato M, Bricalli A, Ambrosi E, Bianchi S, Chicca E, Ielmini D (2018)
In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 1-5.
PUB | DOI
 
[63]
2018 | Konferenzbeitrag | PUB-ID: 2920203
Open-Loop Neuromorphic Controller Implemented on VLSI Devices
Donati E, Perez-Peña F, Bartolozzi C, Indiveri G, Chicca E (2018)
In: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). IEEE: 827-832.
PUB | DOI
 
[62]
2018 | Zeitschriftenaufsatz | PUB-ID: 2932169
Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain
Thakur CS, Molin JL, Cauwenberghs G, Indiveri G, Kumar K, Qiao N, Schemmel J, Wang R, Chicca E, Olson Hasler J, Seo J-sun, et al. (2018)
Frontiers in Neuroscience 12: 891.
PUB | DOI | WoS | PubMed | Europe PMC
 
[61]
2018 | Zeitschriftenaufsatz | PUB-ID: 2932091
Mimicking biological neurons with a nanoscale ferroelectric transistor
Mulaosmanovic H, Chicca E, Bertele M, Mikolajick T, Slesazeck S (2018)
Nanoscale.
PUB | DOI | WoS | PubMed | Europe PMC
 
[60]
2018 | Zeitschriftenaufsatz | PUB-ID: 2931065
Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning
Ziegler M, Wenger C, Chicca E, Kohlstedt H (2018)
Journal of Applied Physics 124(15): 152003.
PUB | DOI | WoS
 
[59]
2018 | Zeitschriftenaufsatz | PUB-ID: 2919435
Spiking Elementary Motion Detector in Neuromorphic Systems
Milde MB, Bertrand O, Ramachandran H, Egelhaaf M, Chicca E (2018)
Neural Computation 30(9): 2384-2417.
PUB | DOI | WoS | PubMed | Europe PMC
 
[58]
2018 | Zeitschriftenaufsatz | PUB-ID: 2919224
Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms
Basu A, Chang M-F, Chicca E, Karnik T, Li H, Seo J-S (2018)
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8(1): 1-5.
PUB | DOI | WoS
 
[57]
2017 | Konferenzbeitrag | PUB-ID: 2910069
Towards Bioinspired Close-Loop Local Motor Control: A Simulated Approach Supporting Neuromorphic Implementations
Perez-Peña F, Leñero-Bardallo JA, Linares-Barranco A, Chicca E (2017)
In: 2017 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 1-4.
PUB | DOI
 
[56]
2017 | Konferenzbeitrag | PUB-ID: 2914471
Attractor networks and associative memories with STDP learning in RRAM synapses
Milo V, Ielmini D, Chicca E (2017)
In: 2017 International Electron Devices Meeting. Technical digest. Piscataway, NJ: IEEE: 11.2.1-11.2.4.
PUB | DOI
 
[55]
2016 | Zeitschriftenaufsatz | PUB-ID: 2906575
Learning in Silicon Beyond STDP: A Neuromorphic Implementation of Multi-Factor Synaptic Plasticity With Calcium-Based Dynamics
Maldonado Huayaney FL, Nease S, Chicca E (2016)
IEEE Transactions on Circuits and Systems I: Regular Papers 63(12): 2189-2199.
PUB | DOI | Download (ext.) | WoS
 
[54]
2016 | Konferenzbeitrag | PUB-ID: 2906359
FPGA-based approach for automatic peak detection in cyclic voltammetry
Schirmer M, Stradolini F, Carrara S, Chicca E (2016)
In: 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS). IEEE: 65-68.
PUB | DOI
 
[53]
2016 | Zeitschriftenaufsatz | PUB-ID: 2905748
Modeling latency code processing in the electric sense: from the biological template to its VLSI implementation
Engelmann J, Walther T, Grant K, Chicca E, Gómez-Sena L (2016)
Bioinspiration & Biomimetics 11(5): 055007.
PUB | DOI | WoS | PubMed | Europe PMC
 
[52]
2016 | Sammelwerksbeitrag | PUB-ID: 2903477
Current And Emergent Topics
Chang J, Sonkusale S, Yalcin M, Ogunfunmi T, Vanderwalle J, Zhu W-P, Liu Z, Chang RC-H, Chicca E, Callegari S, Chu C-C, et al. (2016)
In: A Short History of Circuits And Systems. Maloberti F, Davies AC (Eds); Alborg, Denmark: IEEE, CAS, River Publishers: 255-265.
PUB
 
[51]
2016 | Kurzbeitrag Konferenz | PUB-ID: 2906914
Implementation of a Calcium based plasticity learning model VLSI chip
Maldonado Huayaney FL, Chicca E (2016)
Presented at the 2nd MemoCIS Training School, Alghero, Italy.
PUB
 
[50]
2016 | Konferenzbeitrag | PUB-ID: 2902824
A VLSI Implementation of a calcium-based plasticity learning model
Maldonado Huayaney FL, Chicca E (2016)
In: Circuits and Systems (ISCAS), 2016 IEEE International Symposium on. IEEE.
PUB | DOI
 
[49]
2016 | Zeitschriftenaufsatz | PUB-ID: 2903317
Synaptic Plasticity for Neuromorphic Systems
Mayr CG, Sheik S, Bartolozzi C, Chicca E (2016)
Frontiers in Neuroscience 10: 214.
PUB | DOI | WoS | PubMed | Europe PMC
 
[48]
2016 | Konferenzbeitrag | PUB-ID: 2903316
EU COST action IC1401 — Pushing the frontiers of memristive devices to systems
Biolek D, Carrara S, Chicca E, Corinto F, Georgiou J, Linares-Barranco B, Prodromakis T, Spiga S, Tetzlaff R (2016)
In: 2016 18th Mediterranean Electrotechnical Conference (MELECON). IEEE.
PUB
 
[47]
2016 | Konferenzbeitrag | PUB-ID: 2902825
Floating-Gate-Based Intrinsic Plasticity with Low-Voltage Rate Control
Nease S, Chicca E (2016)
In: Circuits and Systems (ISCAS), 2016 IEEE International Symposium on. IEEE.
PUB | DOI
 
[46]
2015 | Zeitschriftenaufsatz | PUB-ID: 2759561
Tunnel junction based memristors as artificial synapses
Thomas A, Niehörster S, Fabretti S, Shepheard N, Kuschel O, Küpper K, Wollschläger J, Krzysteczko P, Chicca E (2015)
Frontiers in Neuroscience 9: 241.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[45]
2015 | Konferenzbeitrag | PUB-ID: 2767039
Device Mismatch in a Neuromorphic System Implements Random Features for Regression
Richter O, Reinhart F, Nease S, Steil JJ, Chicca E (2015)
In: Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE. Piscataway, NJ: IEEE: 1-4.
PUB | PDF | DOI
 
[44]
2015 | Konferenzbeitrag | PUB-ID: 2757259
Bioinspired event-driven collision avoidance algorithm based on optic flow
Milde MB, Bertrand O, Benosman R, Egelhaaf M, Chicca E (2015)
In: 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP). IEEE.
PUB | PDF | DOI
 
[43]
2015 | Konferenzbeitrag | PUB-ID: 2765362
A neural approach to drugs monitoring for personalized medicine
Staar B, Schirmer M, Bai-Rossi C, De Micheli G, Carrara S, Chicca E (2015)
In: Neural Networks (IJCNN), 2015 International Joint Conference on. Killarney, Ireland.
PUB | DOI
 
[42]
2015 | Konferenzbeitrag | PUB-ID: 2757270
Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors
Nease S, Chicca E (2015)
In: Circuit Theory and Design (ECCTD), 2015 European Conference on. Trondheim, Norway: 1-4.
PUB | DOI
 
[41]
2014 | Konferenzbeitrag | PUB-ID: 2675066
Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems
Chicca E, Stefanini F, Bartolozzi C, Indiveri G (2014)
In: Proceedings of the IEEE., 102(9). 1367-1388.
PUB | PDF | DOI | WoS
 
[40]
2014 | Sammelwerksbeitrag | PUB-ID: 2698288
Neuromorphic Engineering
Neftci E, Posch C, Chicca E (2014)
In: Computational Intelligence. Ishibuchi H (Ed); Encyclopedia of Life Support Systems(EOLSS). Paris, France: Eolss Publishers.
PUB
 
[39]
2014 | Zeitschriftenaufsatz | PUB-ID: 2654984
A robust sound perception model suitable for neuromorphic implementation
Coath M, Sheik S, Chicca E, Indiveri G, Denham S, Wennekers T (2014)
Neuromorphic Engineering 7(278): 1-10.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[38]
2014 | Konferenzbeitrag | PUB-ID: 2684167
Neuromorphic Circuits for Short-Term Plasticity with Recovery Control
Ramachandran H, Weber S, Aamir SA, Chicca E (2014)
In: 2014 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE: 858-861.
PUB | PDF | DOI
 
[37]
2014 | Zeitschriftenaufsatz | PUB-ID: 2675855
Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?
Sandin F, Khan AI, Dyer AG, Amin AHM, Indiveri G, Chicca E, Osipov E (2014)
Journal of Software Engineering and Applications 7(5): 387-395.
PUB | PDF | DOI
 
[36]
2014 | Konferenzbeitrag | PUB-ID: 2697513
An Approach to Motor Control for Spike-based Neuromorphic Robotics
Perez-Peña F, Linares-Barranco A, Chicca E (2014)
Presented at the IEEE/CAS-EMB Biomedical Circuits and Systems Conference (Biocas 2014), Lausanne, Switzerland.
PUB | DOI
 
[35]
2014 | Sammelwerksbeitrag | PUB-ID: 2697520
Neuromorphic Sensors, Olfaction
Chicca E, Nawrot M, Schmuker M (2014)
In: Encyclopedia of Computational Neuroscience. Jeager D, Jung R (Eds); SpringerReference. Berlin Heidelberg, Germany: Springer-Verlag.
PUB | DOI
 
[34]
2013 | Zeitschriftenaufsatz | PUB-ID: 2614728
Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems
Morabito FC, Andreou AG, Chicca E (2013)
Neural Networks 45: 1-3.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[33]
2013 | Konferenzbeitrag | PUB-ID: 2647430
A neuromorphic approach to auditory pattern recognition in cricket phonotaxis
Rost T, Ramachandran H, Nawrot MP, Chicca E (2013)
In: 2013 European Conference on Circuit Theory and Design (ECCTD). IEEE: 1-4.
PUB | PDF | DOI
 
[32]
2013 | Zeitschriftenaufsatz | PUB-ID: 2612571
Synthesizing cognition in neuromorphic electronic systems
Neftci E, Binas J, Rutishauser U, Chicca E, Indiveri G, Douglas RJ (2013)
Proceedings of the National Academy of Sciences of the United States of America 110(37): E3468-E3476.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[31]
2013 | Kurzbeitrag Konferenz | PUB-ID: 2559693
A Neuromorphic VLSI Implementation of a Simplified Electrosensory System in a Weakly Electric Fish
Aamir SA, Engelmann J, Gomez L, Chicca E (2013)
Presented at the International Workshop on Neuromorphic and Brain-Based Computing Systems (NeuComp 2013), Grenoble, France.
PUB | PDF
 
[30]
2012 | Konferenzbeitrag | PUB-ID: 2473495
Exploiting Device Mismatch in Neuromorphic VLSI Systems to Implement Axonal Delays
Sheik S, Chicca E, Indiveri G (2012)
Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia.
PUB | PDF | DOI
 
[29]
2012 | Konferenzbeitrag | PUB-ID: 2473510
Real-time inference in a VLSI spiking neural network
Corneil D, Sonnleithner D, Neftci E, Chicca E, Cook M, Indiveri G, Douglas R (2012)
Presented at the International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI
 
[28]
2012 | Sammelwerksbeitrag | PUB-ID: 2542681
Systematic Construction of Finite State Automata Using VLSI Spiking Neurons
Neftci E, Binas J, Chicca E, Indiveri G, Douglas R (2012)
In: Biomimetic and Biohybrid Systems. Prescott TJ, Lepora NF, Mura A, Verschure PFMJ (Eds); Lecture Notes in Computer Science, 7375. Berlin, Heidelberg: Springer Science + Business Media: 382-383.
PUB | PDF | DOI | Download (ext.)
 
[27]
2012 | Konferenzbeitrag | PUB-ID: 2473502
Function approximation with uncertainty propagation in a VLSI spiking neural network
Corneil D, Sonnleithner D, Neftci E, Chicca E, Cook M, Indiveri G, Douglas R (2012)
Presented at the International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia.
PUB | PDF | DOI
 
[26]
2012 | Zeitschriftenaufsatz | PUB-ID: 2462428
Emergent auditory feature tuning in a real-time neuromorphic VLSI system
Sheik S, Coath M, Indiveri G, Denham SL, Wennekers T, Chicca E (2012)
Frontiers in Neuroscience 6: 17.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[25]
2011 | Konferenzbeitrag | PUB-ID: 2427822
Systematic configuration and automatic tuning of neuromorphic systems
Sheik S, Stefanini F, Neftci E, Chicca E, Indiveri G (2011)
Presented at the International Symposium on Circuits and Systems (ISCAS), Rio de Janeiro, Brasil.
PUB | PDF | DOI
 
[24]
2011 | Konferenzbeitrag | PUB-ID: 2468427
A VLSI neuromorphic device for implementing spike-based neural networks
Indiveri G, Chicca E (2011)
Presented at the Proceedings of the 21st Italian Workshop on Neural Nets (WIRN).
PUB | PDF | DOI
 
[23]
2011 | Zeitschriftenaufsatz | PUB-ID: 2426566
A systematic method for configuring VLSI networks of spiking neurons
Neftci E, Chicca E, Indiveri G, Douglas RJ (2011)
Neural Computation 23(10): 2457-2497.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[22]
2011 | Zeitschriftenaufsatz | PUB-ID: 2427796
Toward Neuromorphic Odor Tracking: Perspectives for space exploration
Moraud EM, Chicca E (2011)
Acta Futura 4(8): 9-19.
PUB | PDF | DOI
 
[21]
2010 | Konferenzbeitrag | PUB-ID: 2427661
Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation
Beyeler M, Stefanini F, Proske H, Galizia G, Chicca E (2010)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos.
PUB | PDF | DOI | Download (ext.)
 
[20]
2010 | Konferenzbeitrag | PUB-ID: 2427761
State-dependent sensory processing in networks of VLSI spiking neurons
Neftci E, Chicca E, Cook M, Indiveri G, Douglas R (2010)
Presented at the International Symposium on Circuits and Systems (ISCAS), Paris.
PUB | PDF | DOI | Download (ext.)
 
[19]
2010 | Konferenzbeitrag | PUB-ID: 2427744
Spike-based learning with a generalized integrate and fire silicon neuron
Indiveri G, Stefanini F, Chicca E (2010)
Presented at the International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[18]
2009 | Zeitschriftenaufsatz | PUB-ID: 2426571
Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition
Indiveri G, Chicca E, Douglas RJ (2009)
Cognitive Computation 1(2): 119-127.
PUB | PDF | DOI | WoS
 
[17]
2008 | Konferenzbeitrag | PUB-ID: 2427871
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons
Neftci E, Chicca E, Indiveri G, Slotine J-J, Douglas R (2008)
Presented at the Advances in Neural Information Processing Systems 20 (NIPS), Vancouver, British Columbia, Canada.
PUB | PDF | Download (ext.)
 
[16]
2008 | Konferenzbeitrag | PUB-ID: 2427861
The Feeling of Color: A Haptic Feedback Device for the Visually Disabled
Tapson J, Gurari N, Diaz J, Chicca E, Sander D, Pouliquen P, Etienne-Cummings R (2008)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Baltimore, MD.
PUB | PDF | DOI | Download (ext.)
 
[15]
2007 | Zeitschriftenaufsatz | PUB-ID: 2426576
A multi-chip pulse-based neuromorphic infrastructure and its application to a model of orientation selectivity
Chicca E, Whatley AM, Lichtsteiner P, Dante V, Delbruck T, Del Giudice P, Douglas RJ, Indiveri G (2007)
IEEE-Transactions on Circuits and Systems I: Regular Papers 54(5): 981-993.
PUB | PDF | DOI | Download (ext.) | WoS
 
[14]
2007 | Konferenzbeitrag | PUB-ID: 2427704
Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons
Chicca E, Indiveri G, Douglas RJ (2007)
Presented at the Advances in Neural Information Processing Systems 19 (NIPS).
PUB | PDF
 
[13]
2007 | Konferenzbeitrag | PUB-ID: 2427789
Reliable Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware
Wang H-P, Chicca E, Indiveri G, Sejnowski TJ (2007)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Montreal, Que.
PUB | PDF | DOI | Download (ext.)
 
[12]
2006 | Zeitschriftenaufsatz | PUB-ID: 2426586
A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity
Indiveri G, Chicca E, Douglas RJ (2006)
IEEE Transactions on Neural Networks 17(1): 211-221.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[11]
2006 | Konferenzbeitrag | PUB-ID: 2427696
Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System
Chicca E, Lichtsteiner P, Delbruck T, Indiveri G, Douglas RJ (2006)
Presented at the Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[10]
2006 | Dissertation | PUB-ID: 2907526
A Neuromorphic VLSI System for Modeling Spike-Based Cooperative Competitive Neural Networks
Chicca E (2006)
Zürich, Switzerland: ETH Zürich.
PUB | DOI
 
[9]
2004 | Konferenzbeitrag | PUB-ID: 2427656
Firing proprieties of an adaptive analog VLSI neuron
Ben Dayan Rubin D, Chicca E, Indiveri G (2004)
Presented at the Proceedings of Bio-ADIT, Lausanne, Switzerland.
PUB | PDF
 
[8]
2004 | Konferenzbeitrag | PUB-ID: 2427723
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses
Indiveri G, Chicca E, Douglas R (2004)
Presented at the Proceedings of 12th European Symposium on Artificial Neural Networks (ESANN), Bruges (Belgium).
PUB | PDF | Download (ext.)
 
[7]
2004 | Zeitschriftenaufsatz | PUB-ID: 2426591
Characterizing the firing properties of an adaptive analog VLSI neuron
Ben Dayan Rubin D, Chicca E, Indiveri G (2004)
Biologically Inspired Approaches to Advanced Information Technology 3141: 189-200.
PUB | PDF | DOI | WoS
 
[6]
2004 | Konferenzbeitrag | PUB-ID: 2427690
An event-based VLSI network of integrate-and-fire neurons
Chicca E, Indiveri G, Douglas RJ (2004)
Presented at the Proceedings of the 2004 International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[5]
2003 | Zeitschriftenaufsatz | PUB-ID: 2426595
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory
Chicca E, Badoni D, Dante V, D'Andreagiovanni M, Salina G, Carota L, Fusi S, Del Giudice P (2003)
IEEE Transactions on Neural Networks 14(5): 1297-1307.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[4]
2003 | Konferenzbeitrag | PUB-ID: 2427684
An adaptive silicon synapse
Chicca E, Indiveri G, Douglas R (2003)
Presented at the Proceedings of the 2003 International Symposium on Circuits and Systems (ISCAS).
PUB | PDF | DOI | Download (ext.)
 
[3]
2001 | Konferenzbeitrag | PUB-ID: 2904718
A Retina/V1 simple cell chip for physiology experiment design or classroom demonstration
Delbrück T, Liu S-C, Chicca E, Ricci GM, Bovet S (2001)
Presented at the IEEE CCD and AIS meeting, Lake Tahoe, California, USA.
PUB | Download (ext.)
 
[2]
2001 | Konferenzbeitrag | PUB-ID: 2527420
Stochastic synaptic plasticity in deterministic aVLSI networks of spiking neurons
Chicca E, Fusi S (2001)
In: Proceedings of the World Congress on Neuroinformatics. Rattay F (Ed); Vienna: ARGESIM/ASIM Verlag: 468-477.
PUB | PDF | Download (ext.)
 
[1]
1999 | Report | PUB-ID: 2765078
A VLSI neuromorphic device with 128 neurons and 3000 synapses: area optimization and design
Chicca E (1999) .
PUB
 
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