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ORCIDElisabetta Chicca
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- affiliation: University of Groningen, The Netherlands
- affiliation (former): Bielefeld University, CITEC, Germany
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2020 – today
- 2024
[j18]Madison Cotteret, Hugh Greatorex, Martin Ziegler, Elisabetta Chicca:
Vector Symbolic Finite State Machines in Attractor Neural Networks. Neural Comput. 36(4): 549-595 (2024)- [j17]Yuming He
, Stan van der Ven, Hua-Peng Liaw, Chengyao Shi, Pietro Russo, Marios Gourdouparis, Mario Konijnenburg, Stefano Traferro, Martijn Timmermans, Carolina Mora Lopez, Pieter Harpe, Eugenio Cantatore, Elisabetta Chicca, Yao-Hong Liu:
An Event-Based Neural Compressive Telemetry With >11× Loss-Less Data Reduction for High-Bandwidth Intracortical Brain Computer Interfaces. IEEE Trans. Biomed. Circuits Syst. 18(5): 1100-1111 (2024) - [c46]Paolo Gibertini, Luca Fehlings, Thomas Mikolajick, Elisabetta Chicca, David Kappel, Erika Covi:
Coincidence Detection with an Analog Spiking Neuron Exploiting Ferroelectric Polarization. ISCAS 2024: 1-5 - [c45]Thorben Schoepe, Damien Drix, Franz Marcus Schüffny, Rebecca Miko, Samuel Sutton, Elisabetta Chicca, Michael Schmuker:
Odour Localization in Neuromorphic Systems. ISCAS 2024: 1-5 - [i13]Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca:
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware. CoRR abs/2405.01305 (2024) - 2023
- [j16]Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Hugh Greatorex, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca:
Closed-loop sound source localization in neuromorphic systems. Neuromorph. Comput. Eng. 3(2): 24009 (2023) - [j15]Lyes Khacef, Philipp Klein, Matteo Cartiglia, Arianna Rubino, Giacomo Indiveri, Elisabetta Chicca:
Spike-based local synaptic plasticity: a survey of computational models and neuromorphic circuits. Neuromorph. Comput. Eng. 3(4): 42001 (2023) - [c44]Xueyi Wang, Nicoletta Risi, Estefanía Talavera, Elisabetta Chicca, Dimka Karastoyanova, George Azzopardi:
Fall Detection with Event-Based Data: A Case Study. CAIP (2) 2023: 33-42 - [c43]Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca:
How Many Events Make an Object? Improving Single-frame Object Detection on the 1 Mpx Dataset. CVPR Workshops 2023: 3913-3922 - [c42]Ole Richter, Hugh Greatorex, Benjamin Hucko, Madison Cotteret, Willian Soares Girão, Ella Janotte, Michele Mastella, Elisabetta Chicca:
A Subthreshold Second-Order Integration Circuit for Versatile Synaptic Alpha Kernel and Trace Generation. ICONS 2023: 33:1-33:4 - [c41]Michele Mastella, Hugh Greatorex, Madison Cotteret, Ella Janotte, Willian Soares Girão, Ole Richter, Elisabetta Chicca:
Synaptic Normalisation for On-Chip Learning in Analog CMOS Spiking Neural Networks. ICONS 2023: 34:1-34:4 - [c40]Mattias Nilsson, Ton Juny Pina, Lyes Khacef, Foteini Liwicki, Elisabetta Chicca, Fredrik Sandin:
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons. IJCNN 2023: 1-7 - [c39]Thorben Schoepe, Elisabetta Chicca:
Finding the Goal: Insect-Inspired Spiking Neural Network for Heading Error Estimation. IROS 2023: 4727-4733 - [c38]Madison Cotteret, Ole Richter, Michele Mastella, Hugh Greatorex, Ella Janotte, Willian Soares Girão, Martin Ziegler, Elisabetta Chicca:
Robust Spiking Attractor Networks with a Hard Winner-Take-All Neuron Circuit. ISCAS 2023: 1-5 - [i12]Fernando M. Quintana, Fernando Perez-Peña, Pedro L. Galindo, Emre O. Neftci, Elisabetta Chicca, Lyes Khacef:
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware. CoRR abs/2301.08281 (2023) - [i11]Mattias Nilsson, Ton Juny Pina, Lyes Khacef, Foteini Liwicki, Elisabetta Chicca, Fredrik Sandin:
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons. CoRR abs/2301.09962 (2023) - 2022
- [j14]Yuming He, Federico Corradi, Chengyao Shi, Stan van der Ven, Martijn Timmermans, Jan Stuijt, Paul Detterer, Pieter Harpe, Lucas Lindeboom, Evelien Hermeling, Geert Langereis, Elisabetta Chicca, Yao-Hong Liu:
An Implantable Neuromorphic Sensing System Featuring Near-Sensor Computation and Send-on-Delta Transmission for Wireless Neural Sensing of Peripheral Nerves. IEEE J. Solid State Circuits 57(10): 3058-3070 (2022) - [j13]Daniel Gutierrez-Galan, Thorben Schoepe, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Elisabetta Chicca, Alejandro Linares-Barranco:
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1959-1973 (2022) - [i10]Lyes Khacef, Philipp Klein, Matteo Cartiglia, Arianna Rubino, Giacomo Indiveri, Elisabetta Chicca:
Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits. CoRR abs/2209.15536 (2022) - [i9]Mohamed Sadek Bouanane, Dalila Cherifi, Elisabetta Chicca, Lyes Khacef:
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition. CoRR abs/2211.07761 (2022) - [i8]Madison Cotteret, Hugh Greatorex, Martin Ziegler, Elisabetta Chicca:
Vector Symbolic Finite State Machines in Attractor Neural Networks. CoRR abs/2212.01196 (2022) - 2021
- [j12]Anna-Maria Jürgensen, Afshin Khalili, Elisabetta Chicca, Giacomo Indiveri, Martin Paul Nawrot:
A neuromorphic model of olfactory processing and sparse coding in the Drosophila larva brain. Neuromorph. Comput. Eng. 1(2): 24008 (2021) - [c37]Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca:
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision. GCPR 2021: 297-312 - [c36]Erika Covi, Quang T. Duong, Suzanne Lancaster, Viktor Havel, Jean Coignus, Justine Barbot, Ole Richter, Philipp Klein, Elisabetta Chicca, Laurent Grenouillet, Athanasios Dimoulas, Thomas Mikolajick, Stefan Slesazeck:
Ferroelectric Tunneling Junctions for Edge Computing. ISCAS 2021: 1-5 - [c35]Michele Mastella, Elisabetta Chicca:
A Hardware-Friendly Neuromorphic Spiking Neural Network for Frequency Detection and Fine Texture Decoding. ISCAS 2021: 1-5 - [i7]Thorben Schoepe, Ella Janotte, Moritz B. Milde, Olivier J. N. Bertrand, Martin Egelhaaf, Elisabetta Chicca:
Finding the Gap: Neuromorphic Motion Vision in Cluttered Environments. CoRR abs/2102.08417 (2021) - [i6]Erika Covi, Quang T. Duong, Suzanne Lancaster, Viktor Havel, Jean Coignus, Justine Barbot, Ole Richter, Philipp Klein, Elisabetta Chicca, Laurent Grenouillet, Athanasios Dimoulas, Thomas Mikolajick, Stefan Slesazeck:
Ferroelectric Tunneling Junctions for Edge Computing. CoRR abs/2107.01853 (2021) - [i5]Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca:
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision. CoRR abs/2112.03423 (2021) - [i4]Ella Janotte, Michele Mastella, Elisabetta Chicca, Chiara Bartolozzi:
Touch in Robots: A Neuromorphic Approach. ERCIM News 2021(125) (2021) - 2020
- [j11]Alejandro Linares-Barranco, Fernando Perez-Peña, Angel Jiménez-Fernandez, Elisabetta Chicca:
ED-BioRob: A Neuromorphic Robotic Arm With FPGA-Based Infrastructure for Bio-Inspired Spiking Motor Controllers. Frontiers Neurorobotics 14: 590163 (2020) - [c34]Giacomo Pedretti, Valerio Milo, S. Hashemkhani, Piergiulio Mannocci, Octavian Melnic, Elisabetta Chicca, Daniele Ielmini:
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. ISCAS 2020: 1-5 - [c33]Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca:
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. ISCAS 2020: 1
2010 – 2019
- 2019
- [c32]Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca:
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. BioCAS 2019: 1-4 - [c31]Bharathwaj Suresh, Martin Bertele, Evelyn T. Breyer, Philipp Klein, Halid Mulaosmanovic, Thomas Mikolajick, Stefan Slesazeck, Elisabetta Chicca:
Simulation of integrate-and-fire neuron circuits using HfO2-based ferroelectric field effect transistors. ICECS 2019: 229-232 - [i3]Elisabetta Chicca, Giacomo Indiveri:
A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems. CoRR abs/1912.05637 (2019) - 2018
- [j10]Arindam Basu, Meng-Fan Chang, Elisabetta Chicca, Tanay Karnik, Hai Helen Li, Jae-sun Seo:
Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(1): 1-5 (2018) - [j9]Moritz B. Milde, Olivier J. N. Bertrand, Harshawardhan Ramachandran, Martin Egelhaaf, Elisabetta Chicca:
Spiking Elementary Motion Detector in Neuromorphic Systems. Neural Comput. 30(9) (2018) - [c30]Elisa Donati, Fernando Perez-Pefia, Chiara Bartolozzi, Giacomo Indiveri, Elisabetta Chicca:
Open-Loop Neuromorphic Controller Implemented on VLSI Devices. BioRob 2018: 827-832 - [c29]Valerio Milo, Elisabetta Chicca, Daniele Ielmini:
Brain-inspired recurrent neural network with plastic RRAM synapses. ISCAS 2018: 1-5 - [c28]Valerio Milo, Giacomo Pedretti, Mario Laudato, Alessandro Bricalli, Elia Ambrosi, Stefano Bianchi, Elisabetta Chicca, Daniele Ielmini:
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks. ISCAS 2018: 1-5 - [i2]Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings:
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain. CoRR abs/1805.08932 (2018) - 2017
- [c27]Fernando Perez-Peña, Juan Antonio Leñero-Bardallo, Alejandro Linares-Barranco, Elisabetta Chicca:
Towards bioinspired close-loop local motor control: A simulated approach supporting neuromorphic implementations. ISCAS 2017: 1-4 - 2016
- [j8]Frank L. Maldonado Huayaney, Stephen Nease, Elisabetta Chicca:
Learning in Silicon Beyond STDP: A Neuromorphic Implementation of Multi-Factor Synaptic Plasticity With Calcium-Based Dynamics. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(12): 2189-2199 (2016) - [c26]Marius Schirmer, Francesca Stradolini, Sandro Carrara, Elisabetta Chicca:
FPGA-based approach for automatic peak detection in cyclic voltammetry. ICECS 2016: 65-68 - [c25]Frank L. Maldonado Huayaney, Elisabetta Chicca:
A VLSI implementation of a calcium-based plasticity learning model. ISCAS 2016: 373-376 - [c24]Stephen Nease, Elisabetta Chicca:
Floating-gate-based intrinsic plasticity with low-voltage rate control. ISCAS 2016: 2507-2510 - 2015
- [c23]Ole Richter, René Felix Reinhart, Stephen Nease, Jochen J. Steil, Elisabetta Chicca:
Device mismatch in a neuromorphic system implements random features for regression. BioCAS 2015: 1-4 - [c22]Moritz B. Milde, Olivier J. N. Bertrand, Ryad Benosman, Martin Egelhaaf, Elisabetta Chicca:
Bioinspired event-driven collision avoidance algorithm based on optic flow. EBCCSP 2015: 1-7 - [c21]Stephen Nease, Elisabetta Chicca:
Power-efficient estimation of silicon neuron firing rates with floating-gate transistors. ECCTD 2015: 1-4 - [c20]Benjamin Staar, Marius Schirmer, Camilla Baj-Rossi, Giovanni De Micheli, Sandro Carrara, Elisabetta Chicca:
A neural approach to drugs monitoring for personalized medicine. IJCNN 2015: 1-4 - 2014
- [j7]Elisabetta Chicca, Fabio Stefanini, Chiara Bartolozzi, Giacomo Indiveri:
Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proc. IEEE 102(9): 1367-1388 (2014) - [c19]Fernando Perez-Peña, Alejandro Linares-Barranco, Elisabetta Chicca:
An approach to motor control for spike-based neuromorphic robotics. BioCAS 2014: 528-531 - [c18]Harshawardhan Ramachandran, Stefan Weber, Syed Ahmed Aamir, Elisabetta Chicca:
Neuromorphic circuits for Short-Term Plasticity with recovery control. ISCAS 2014: 858-861 - [r1]Elisabetta Chicca, Michael Schmuker, Martin P. Nawrot:
Neuromorphic Sensors, Olfaction. Encyclopedia of Computational Neuroscience 2014 - [i1]Elisabetta Chicca, Fabio Stefanini, Chiara Bartolozzi, Giacomo Indiveri:
Neuromorphic electronic circuits for building autonomous cognitive systems. CoRR abs/1403.6428 (2014) - 2013
- [j6]Francesco Carlo Morabito, Andreas G. Andreou, Elisabetta Chicca:
Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems. Neural Networks 45: 1-3 (2013) - [c17]Thomas Rost, Harshawardhan Ramachandran, Martin P. Nawrot, Elisabetta Chicca:
A neuromorphic approach to auditory pattern recognition in cricket phonotaxis. ECCTD 2013: 1-4 - 2012
- [c16]Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Function approximation with uncertainty propagation in a VLSI spiking neural network. IJCNN 2012: 1-7 - [c15]Sadique Sheik, Elisabetta Chicca, Giacomo Indiveri:
Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. IJCNN 2012: 1-6 - [c14]Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Real-time inference in a VLSI spiking neural network. ISCAS 2012: 2425-2428 - [c13]Emre Neftci, Jonathan Binas, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. Living Machines 2012: 382-383 - 2011
- [j5]Emre Neftci, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
A Systematic Method for Configuring VLSI Networks of Spiking Neurons. Neural Comput. 23(10): 2457-2497 (2011) - [c12]Sadique Sheik, Fabio Stefanini, Emre Neftci, Elisabetta Chicca, Giacomo Indiveri:
Systematic configuration and automatic tuning of neuromorphic systems. ISCAS 2011: 873-876 - [c11]Giacomo Indiveri, Elisabetta Chicca:
A VLSI neuromorphic device for implementing spike-based neural networks. WIRN 2011: 305-316 - 2010
- [c10]Giacomo Indiveri, Fabio Stefanini, Elisabetta Chicca:
Spike-based learning with a generalized integrate and fire silicon neuron. ISCAS 2010: 1951-1954 - [c9]Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS 2010: 2788 - [c8]Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS 2010: 2789-2792
2000 – 2009
- 2009
- [j4]Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
Artificial Cognitive Systems: From VLSI Networks of Spiking Neurons to Neuromorphic Cognition. Cogn. Comput. 1(2): 119-127 (2009) - 2007
- [j3]Elisabetta Chicca, Adrian M. Whatley, Patrick Lichtsteiner, Vittorio Dante, Tobi Delbrück, Paolo Del Giudice, Rodney J. Douglas, Giacomo Indiveri:
A Multichip Pulse-Based Neuromorphic Infrastructure and Its Application to a Model of Orientation Selectivity. IEEE Trans. Circuits Syst. I Regul. Pap. 54-I(5): 981-993 (2007) - [c7]Emre Neftci, Elisabetta Chicca, Giacomo Indiveri, Jean-Jacques E. Slotine, Rodney J. Douglas:
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons. NIPS 2007: 1073-1080 - 2006
- [b1]Elisabetta Chicca:
A neuromorphic VLSI system for modeling spike-based cooperative competitive neural networks. ETH Zurich, Zürich, Switzerland, 2006 - [j2]Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity. IEEE Trans. Neural Networks 17(1): 211-221 (2006) - [c6]Elisabetta Chicca, Patrick Lichtsteiner, Tobi Delbrück, Giacomo Indiveri, Rodney J. Douglas:
Modeling orientation selectivity using a neuromorphic multi-chip system. ISCAS 2006 - [c5]Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons. NIPS 2006: 257-264 - 2004
- [c4]Daniel Ben Dayan Rubin, Elisabetta Chicca, Giacomo Indiveri:
Characterizing the Firing Properties of an Adaptive Analog VLSI Neuron. BioADIT 2004: 189-200 - [c3]Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. ESANN 2004: 405-410 - [c2]Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
An event-based VLSI network of integrate-and-fire neurons. ISCAS (5) 2004: 357-60 - 2003
- [j1]Elisabetta Chicca, Davide Badoni, Vittorio Dante, Massimo D'Andreagiovanni, Gaetano Salina, Luciana Carota, Stefano Fusi, Paolo Del Giudice:
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Trans. Neural Networks 14(5): 1297-1307 (2003) - [c1]Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
An adaptive silicon synapse. ISCAS (1) 2003: 81-84
Coauthor Index
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