Elisabetta Chicca

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 45

Top Topics

Cluttered Environments

Top Venues

Neuromorph. Comput. Eng.

Publications

Paolo Gibertini, Luca Fehlings, Thomas Mikolajick, Elisabetta Chicca, David Kappel, Erika Covi
Coincidence Detection with an Analog Spiking Neuron Exploiting Ferroelectric Polarization. ISCAS (2024)
Madison Cotteret, Hugh Greatorex, Martin Ziegler, Elisabetta Chicca
Vector Symbolic Finite State Machines in Attractor Neural Networks. Neural Comput. 36 (4) (2024)
Thorben Schoepe, Damien Drix, Franz Marcus Schüffny, Rebecca Miko, Samuel Sutton, Elisabetta Chicca, Michael Schmuker
Odour Localization in Neuromorphic Systems. ISCAS (2024)
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 (2024)
Xueyi Wang, Nicoletta Risi, Estefanía Talavera, Elisabetta Chicca, Dimka Karastoyanova, George Azzopardi
Fall Detection with Event-Based Data: A Case Study. CAIP (2) (2023)
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) (2023)
Thorben Schoepe, Elisabetta Chicca
Finding the Goal: Insect-Inspired Spiking Neural Network for Heading Error Estimation. IROS (2023)
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)
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 (2023)
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 (2023)
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) (2023)
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)
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)
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)
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)
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 (2022)
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) (2022)
Madison Cotteret, Hugh Greatorex, Martin Ziegler, Elisabetta Chicca
Vector Symbolic Finite State Machines in Attractor Neural Networks. CoRR (2022)
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 (2022)
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) (2022)
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)
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 (2021)
Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision. GCPR (2021)
Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision. CoRR (2021)
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) (2021)
Ella Janotte, Michele Mastella, Elisabetta Chicca, Chiara Bartolozzi
Touch in Robots: A Neuromorphic Approach. ERCIM News 2021 (125) (2021)
Michele Mastella, Elisabetta Chicca
A Hardware-Friendly Neuromorphic Spiking Neural Network for Frequency Detection and Fine Texture Decoding. ISCAS (2021)
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 (2021)
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 (2020)
Giacomo Pedretti, Valerio Milo, S. Hashemkhani, Piergiulio Mannocci, O. Melnic, Elisabetta Chicca, Daniele Ielmini
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. ISCAS (2020)
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)
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)
Elisabetta Chicca, Giacomo Indiveri
A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems. CoRR (2019)
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)
Valerio Milo, Elisabetta Chicca, Daniele Ielmini
Brain-inspired recurrent neural network with plastic RRAM synapses. ISCAS (2018)
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) (2018)
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 (2018)
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)
Elisa Donati, Fernando Perez-Pefia, Chiara Bartolozzi, Giacomo Indiveri, Elisabetta Chicca
Open-Loop Neuromorphic Controller Implemented on VLSI Devices. BioRob (2018)
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)
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)
Stephen Nease, Elisabetta Chicca
Floating-gate-based intrinsic plasticity with low-voltage rate control. ISCAS (2016)
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. (12) (2016)
Frank L. Maldonado Huayaney, Elisabetta Chicca
A VLSI implementation of a calcium-based plasticity learning model. ISCAS (2016)
Marius Schirmer, Francesca Stradolini, Sandro Carrara, Elisabetta Chicca
FPGA-based approach for automatic peak detection in cyclic voltammetry. ICECS (2016)
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)
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)
Stephen Nease, Elisabetta Chicca
Power-efficient estimation of silicon neuron firing rates with floating-gate transistors. ECCTD (2015)
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)
Elisabetta Chicca, Fabio Stefanini, Chiara Bartolozzi, Giacomo Indiveri
Neuromorphic electronic circuits for building autonomous cognitive systems. CoRR (2014)
Fernando Perez-Peña, Alejandro Linares-Barranco, Elisabetta Chicca
An approach to motor control for spike-based neuromorphic robotics. BioCAS (2014)
Elisabetta Chicca, Fabio Stefanini, Chiara Bartolozzi, Giacomo Indiveri
Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proc. IEEE 102 (9) (2014)
Harshawardhan Ramachandran, Stefan Weber, Syed Ahmed Aamir, Elisabetta Chicca
Neuromorphic circuits for Short-Term Plasticity with recovery control. ISCAS (2014)
Thomas Rost, Harshawardhan Ramachandran, Martin P. Nawrot, Elisabetta Chicca
A neuromorphic approach to auditory pattern recognition in cricket phonotaxis. ECCTD (2013)
Francesco Carlo Morabito, Andreas G. Andreou, Elisabetta Chicca
Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems. Neural Networks 45 (2013)
Emre Neftci, Jonathan Binas, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas
Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. Living Machines (2012)
Sadique Sheik, Elisabetta Chicca, Giacomo Indiveri
Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. IJCNN (2012)
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)
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)
Emre Neftci, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas
A Systematic Method for Configuring VLSI Networks of Spiking Neurons. Neural Comput. 23 (10) (2011)
Giacomo Indiveri, Elisabetta Chicca
A VLSI neuromorphic device for implementing spike-based neural networks. WIRN (2011)
Sadique Sheik, Fabio Stefanini, Emre Neftci, Elisabetta Chicca, Giacomo Indiveri
Systematic configuration and automatic tuning of neuromorphic systems. ISCAS (2011)
Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas
State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS (2010)
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)
Giacomo Indiveri, Fabio Stefanini, Elisabetta Chicca
Spike-based learning with a generalized integrate and fire silicon neuron. ISCAS (2010)
Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas
Artificial Cognitive Systems: From VLSI Networks of Spiking Neurons to Neuromorphic Cognition. Cogn. Comput. 1 (2) (2009)
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)
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. (5) (2007)
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) (2006)
Elisabetta Chicca, Patrick Lichtsteiner, Tobi Delbrück, Giacomo Indiveri, Rodney J. Douglas
Modeling orientation selectivity using a neuromorphic multi-chip system. ISCAS (2006)
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)
Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas
An event-based VLSI network of integrate-and-fire neurons. ISCAS (5) (2004)
Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. ESANN (2004)
Daniel Ben Dayan Rubin, Elisabetta Chicca, Giacomo Indiveri
Characterizing the Firing Properties of an Adaptive Analog VLSI Neuron. BioADIT (2004)
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) (2003)
Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas
An adaptive silicon synapse. ISCAS (1) (2003)