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78 Publikationen

2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943400 OA
Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks
Kugele A, Pfeil T, Pfeiffer M, Chicca E (2020)
Frontiers in Neuroscience 14: 439.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943346
A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems
Pedretti G, Mannocci P, Hashemkhani S, Milo V, Melnic O, Chicca E, Ielmini D (2020)
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 6(1): 189-97.
PUB | DOI | WoS
 
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2942607 OA
Event-based eccentric motion detection exploiting time difference encoding
D'Angelo GV, Janotte E, Schoepe T, O'Keeffe J, Milde M, Chicca E, Bartolozzi C (2020)
Frontiers in Neuroscience 14: 451.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2942041
A recipe for creating ideal hybrid memristive-CMOS neuromorphic processing systems
Chicca E, Indiveri G (2020)
Applied Physics Letters 116(12): 120501.
PUB | DOI | WoS
 
2020 | Kurzbeitrag Konferenz / Poster | Angenommen | PUB-ID: 2939829
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
Schoepe T, Gutierrez-Galan D, Dominguez-Morales JP, Jimenez-Fernandez A, Linares-Barranco A, Chicca E (Accepted)
Presented at the 2020 IEEE International Symposium on Circuits & Systems, Seville, Spain.
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2020 | Konferenzbeitrag | Angenommen | PUB-ID: 2939822
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making
Pedretti G, Milo V, Hashemkhani S, Mannocci P, Melnic O, Chicca E, Ielmini D (Accepted)
Presented at the 2020 IEEE International Symposium on Circuits & Systems, Seville, Spain.
PUB
 
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933297
Corrigendum: Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain (vol 12, 891, 2018)
Thakur CS, Molin JL, Cauwenberghs G, Indiveri G, Kumar K, Qiao N, Schemmel J, Wang R, Chicca E, Hasler JO, Seo J-sun, et al. (2019)
FRONTIERS IN NEUROSCIENCE 12: 991.
PUB | DOI | WoS | PubMed | Europe PMC
 
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2937603
Simulation of integrate-and-fire neuron circuits using HfO2-based ferroelectric field effect transistors
Suresh B, Bertele M, Breyer ET, Klein P, Mulaosmanovic H, Mikolajick T, Slesazeck S, Chicca E (2019)
2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS).
PUB | DOI
 
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2937811
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
Schoepe T, Gutierrez-Galan D, Dominguez-Morales JP, Jimenez-Fernandez A, Linares-Barranco A, Chicca E (2019)
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS): 1-4.
PUB | DOI
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | 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
 
2018 | Konferenzbeitrag | Veröffentlicht | 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
 
2018 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | 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
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | 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
 
2018 | Konferenzbeitrag | Veröffentlicht | 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
 
2018 | Konferenzbeitrag | Veröffentlicht | 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
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | 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
 
2018 | Kurzbeitrag Konferenz / Poster | 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
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932091
Mimicking biological neurons with a nanoscale ferroelectric transistor
Mulaosmanovic H, Chicca E, Bertele M, Mikolajick T, Slesazeck S (2018)
Nanoscale 10(46): 21755-21763.
PUB | DOI | WoS | PubMed | Europe PMC
 
2018 | Bielefelder E-Dissertation | PUB-ID: 2919201 OA
Short term plasticity. A neuromorphic perspective
Ramachandran H (2018)
Bielefeld: Universität Bielefeld.
PUB | PDF
 
2018 | Bielefelder E-Dissertation | PUB-ID: 2919341 OA
VLSI implementation of a calcium-based plasticity learning model
Maldonado Huayaney FL (2018)
Bielefeld: Universität Bielefeld.
PUB | PDF
 

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