Elisabetta Chicca
Orcid: 0000-0002-5518-8990Affiliations:
- University of Groningen, The Netherlands
- Bielefeld University, CITEC, Germany (former)
According to our database1,
Elisabetta Chicca
authored at least 69 papers
between 2003 and 2023.
Collaborative distances:
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Bibliography
2023
Spike-based local synaptic plasticity: a survey of computational models and neuromorphic circuits.
Neuromorph. Comput. Eng., December, 2023
Neuromorph. Comput. Eng., June, 2023
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware.
CoRR, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Finding the Goal: Insect-Inspired Spiking Neural Network for Heading Error Estimation.
IROS, 2023
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons.
Proceedings of the International Joint Conference on Neural Networks, 2023
A Subthreshold Second-Order Integration Circuit for Versatile Synaptic Alpha Kernel and Trace Generation.
Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023
Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023
How Many Events Make an Object? Improving Single-frame Object Detection on the 1 Mpx Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems.
IEEE Trans. Neural Networks Learn. Syst., 2022
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, 2022
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition.
CoRR, 2022
2021
A neuromorphic model of olfactory processing and sparse coding in the Drosophila larva brain.
Neuromorph. Comput. Eng., 2021
A Hardware-Friendly Neuromorphic Spiking Neural Network for Frequency Detection and Fine Texture Decoding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision.
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
2020
ED-BioRob: A Neuromorphic Robotic Arm With FPGA-Based Infrastructure for Bio-Inspired Spiking Motor Controllers.
Frontiers Neurorobotics, 2020
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
2019
CoRR, 2019
Simulation of integrate-and-fire neuron circuits using HfO2-based ferroelectric field effect transistors.
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
2018
Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2018
CoRR, 2018
Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018
2017
Towards bioinspired close-loop local motor control: A simulated approach supporting neuromorphic implementations.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
2016
Learning in Silicon Beyond STDP: A Neuromorphic Implementation of Multi-Factor Synaptic Plasticity With Calcium-Based Dynamics.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016
2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Power-efficient estimation of silicon neuron firing rates with floating-gate transistors.
Proceedings of the European Conference on Circuit Theory and Design, 2015
Proceedings of the International Conference on Event-based Control, 2015
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Proc. IEEE, 2014
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
2013
Neural Networks, 2013
Proceedings of the 21st European Conference on Circuit Theory and Design, 2013
2012
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Function approximation with uncertainty propagation in a VLSI spiking neural network.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
2011
Neural Comput., 2011
Proceedings of the Neural Nets WIRN11, 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
2009
Artificial Cognitive Systems: From VLSI Networks of Spiking Neurons to Neuromorphic Cognition.
Cogn. Comput., 2009
2007
A Multichip Pulse-Based Neuromorphic Infrastructure and Its Application to a Model of Orientation Selectivity.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
2006
A neuromorphic VLSI system for modeling spike-based cooperative competitive neural networks.
PhD thesis, 2006
A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity.
IEEE Trans. Neural Networks, 2006
Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
2004
An event-based VLSI network of integrate-and-fire neurons.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2004
2003
A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory.
IEEE Trans. Neural Networks, 2003
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003