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Elisabetta Chicca

Prof.

 https://orcid.org/0000-0002-5518-8990

  • Nijenborgh3

    9747 AG Groningen

    Netherlands

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  • 2024

    Coincidence Detection with an Analog Spiking Neuron Exploiting Ferroelectric Polarization

    Gibertini, P., Fehlings, L., Mikolajick, T., Chicca, E., Kappel, D. & Covi, E., 2-Jul-2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. IEEE, 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Odour Localization in Neuromorphic Systems

    Schoepe, T., Drix, D., Schüffny, F. M., Miko, R., Sutton, S., Chicca, E. & Schmuker, M., 2-Jul-2024, 2024 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, (Proceedings - IEEE International Symposium on Circuits and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • 2023

    A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons

    Nilsson, M., Pina, T. J., Khacef, L., Liwicki, F., Chicca, E. & Sandin, F., 2-Aug-2023, International Joint Conference on Neural Networks (IJCNN): Proceedings. IEEE, 7 p. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
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    43 Downloads (Pure)

  • A Subthreshold Second-Order Integration Circuit for Versatile Synaptic Alpha Kernel and Trace Generation

    Richter, O., Greatorex, H., Hučko, B., Cotteret, M., Soares Girão, W., Janotte, E., Mastella, M. & Chicca, E., Aug-2023, AMC ICONS2023. ACM Press, p. 1-4 4 p. 33

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    79 Downloads (Pure)

  • Fall detection with event-based data: A case study

    Wang, X., Risi, N., Talavera Martínez, E., Chicca, E. & Azzopardi, G., 20-Sept-2023, Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023 Limassol, Cyprus, September 25–28, 2023 Proceedings, Part II. Tsapatsoulis, N. (ed.). Springer, p. 33-42 10 p. (Lecture Notes in Computer Science; vol. 14185).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    2 Citations (Scopus)
    80 Downloads (Pure)

  • Finding the Goal: Insect-Inspired Spiking Neural Network for Heading Error Estimation

    Schoepe, T. & Chicca, E., 2023, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023. Institute of Electrical and Electronics Engineers Inc., p. 4727-4733 7 p. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    14 Downloads (Pure)

  • How Many Events Make an Object? Improving Single-frame Object Detection on the 1 Mpx Dataset

    Kugele, A., Pfeil, T., Pfeiffer, M. & Chicca, E., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society, p. 3913-3922 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    38 Downloads (Pure)

  • Robust Spiking Attractor Networks with a Hard Winner-Take-All Neuron Circuit

    Cotteret, M., Richter, O., Mastella, M., Greatorex, H., Janotte, E., Soares Girão, W., Ziegler, M. & Chicca, E., 21-Jul-2023, 2023 IEEE International Symposium on Circuits and Systems (ISCAS): Proceedings. IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    1 Citation (Scopus)
    129 Downloads (Pure)

  • Synaptic Normalisation for On-Chip Learning in Analog CMOS Spiking Neural Networks

    Mastella, M., Greatorex, H., Cotteret, M., Janotte, E., Soares Girão, W., Richter, O. & Chicca, E., 2023, ACM ICONS2023: Proceedings of the 2023 International Conference on Neuromorphic Systems. ACM Press, p. 1-4 4 p. 34

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    58 Downloads (Pure)
  • 2022

    Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision

    Kugele, A., Pfeil, T., Pfeiffer, M. & Chicca, E., 13-Jan-2022, Pattern Recognition. Bauckhage, C., Gall, J. & Schwing, A. (eds.). Cham: Springer, p. 297–312 27 p. (Pattern Recognition. DAGM GCPR)(Lecture Notes in Computer Science; vol. 13024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    20 Citations (Scopus)
    50 Downloads (Pure)
  • 2021

    A Hardware-friendly Neuromorphic Spiking Neural Network for Frequency Detection and Fine Texture Decoding

    Mastella, M. & Chicca, E., 28-May-2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 1-5 5 p. 9401377

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    3 Citations (Scopus)
    173 Downloads (Pure)

  • Artificial Bio-inspired Tactile Receptive Fields for Edge Orientation Classification

    Dabbous, A., Mastella, M., Natarajan, A., Chicca, E., Valle, M. & Bartolozzi, C., 28-May-2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 1-5 5 p. 9401749

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    9 Citations (Scopus)
    278 Downloads (Pure)

  • Ferroelectric Tunneling Junctions for Edge Computing

    Covi, E., Duong, Q. T., Lancaster, S., Havel, V., Coignus, J., Barbot, J., Richter, O., Klein, P., Chicca, E., Grenouillet, L., Dimoulas, A., Mikolajick, T. & Slesazeck, S., 28-May-2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 1-5 5 p. 9401800

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    12 Citations (Scopus)
    207 Downloads (Pure)
  • 2020

    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., 2020, 2020 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  • Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance

    Schoepe, T., Gutierrez-Galan, D., Dominguez-Morales, J. P., Jimenez-Fernandez, A., Linares-Barranco, A. & Chicca, E., 2020, 2020 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    110 Downloads (Pure)
  • 2019

    Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance

    Schoepe, T., Gutierrez-Galan, D., Dominguez-Morales, J. P., Jimenez-Fernandez, A., Linares-Barranco, A. & Chicca, E., 2019, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    14 Citations (Scopus)

  • Simulation of integrate-and-fire neuron circuits using HfO2-based ferroelectric field effect transistors

    Suresh, B., Bertele, M., Breyer, E. T., Klein, P., Mulaosmanovic, H., Mikolajick, T., Slesazeck, S. & Chicca, E., Nov-2019, 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019. Institute of Electrical and Electronics Engineers Inc., p. 229-232 4 p. 8965004

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    12 Citations (Scopus)
    152 Downloads (Pure)
  • 2018

    Brain-Inspired Recurrent Neural Network with Plastic RRAM Synapses

    Milo, V., Chicca, E. & Ielmini, D., 2018, 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    13 Citations (Scopus)

  • Open-Loop Neuromorphic Controller Implemented on VLSI Devices

    Donati, E., Perez-Peña, F., Bartolozzi, C., Indiveri, G. & Chicca, E., 2018, 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    13 Citations (Scopus)

  • 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, 2018 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    10 Citations (Scopus)
  • 2017

    Attractor networks and associative memories with STDP learning in RRAM synapses

    Milo, V., Ielmini, D. & Chicca, E., 2017, 2017 IEEE International Electron Devices Meeting (IEDM). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    28 Citations (Scopus)

  • Towards Bioinspired Close-Loop Local Motor Control: A Simulated Approach Supporting Neuromorphic Implementations

    Perez-Peña, F., Leñero-Bardallo, J. A., Linares-Barranco, A. & Chicca, E., 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    12 Citations (Scopus)
  • 2016

    A VLSI Implementation of a calcium-based plasticity learning model

    Huayaney, F. L. M. & Chicca, E., 2016, 2016 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    8 Citations (Scopus)

  • 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, 2016 18th Mediterranean Electrotechnical Conference (MELECON). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  • Floating-Gate-Based Intrinsic Plasticity with Low-Voltage Rate Control

    Nease, S. & Chicca, E., 2016, 2016 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 2507-2510 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    10 Citations (Scopus)

  • FPGA-based Approach for Automatic Peak Detection in Cyclic Voltammetry

    Schirmer, M., Stradolini, F., Carrara, S. & Chicca, E., 2016, 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS). IEEE, p. 65-68 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    5 Citations (Scopus)
  • 2015

    A neural approach to drugs monitoring for personalized medicine

    Staar, B., Schirmer, M., Bai-Rossi, C., Micheli, G. D., Carrara, S. & Chicca, E., 2015, 2015 International Joint Conference on Neural Networks (IJCNN). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    1 Citation (Scopus)

  • Bioinspired event-driven collision avoidance algorithm based on optic flow

    Milde, M. B., Bertrand, O. J. N., Benosman, R., Egelhaaf, M. & Chicca, E., 2015, 2015 International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP). IEEE, 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    22 Citations (Scopus)

  • Power-Efficient Estimation of Silicon Neuron Firing Rates with Floating-Gate Transistors

    Nease, S. & Chicca, E., 2015, 2015 European Conference on Circuit Theory and Design (ECCTD). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    1 Citation (Scopus)
  • 2014

    An approach to motor control for spike-based neuromorphic robotics

    Perez-Peña, F., Linares-Barranco, A. & Chicca, E., 2014, 2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings. IEEE, p. 528-531 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    9 Citations (Scopus)

  • Neuromorphic Circuits for Short-term Plasticity with Recovery Control

    Ramachandran, H., Weber, S., Aamir, S. A. & Chicca, E., 2014, 2014 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 858-861 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    4 Citations (Scopus)
  • 2013

    A neuromorphic approach to auditory pattern recognition in cricket phonotaxis

    Rost, T., Ramachandran, H., Nawrot, M. P. & Chicca, E., 2013, 2013 European Conference on Circuit Theory and Design (ECCTD). IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    9 Citations (Scopus)
  • 2012

    Exploiting Device Mismatch in Neuromorphic VLSI Systems to Implement Axonal Delays

    Sheik, S., Chicca, E. & Indiveri, G., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1940-1945 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    23 Citations (Scopus)

  • 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. J., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 2990-2996 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    2 Citations (Scopus)

  • Real-time inference in a VLSI spiking neural network

    Corneil, D., Sonnleithner, D., Neftci, E., Chicca, E., Cook, M., Indiveri, G. & Douglas, R. J., 2012, 2012 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 2425-2428 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    4 Citations (Scopus)
  • 2011

    A VLSI neuromorphic device for implementing spike-based neural networks

    Indiveri, G. & Chicca, E., 2011, Neural Nets WIRN11 - Proceedings of the 21st Italian Workshop on Neural Nets. Apolloni, B., Bassis, S., Esposito, A. & Morabito, C. F. (eds.). IOS Press, Vol. 234. p. 305-316 12 p. ( Frontiers in Artificial Intelligence and Applications; vol. 234).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    8 Citations (Scopus)

  • Systematic configuration and automatic tuning of neuromorphic systems

    Sheik, S., Stefanini, F., Neftci, E., Chicca, E. & Indiveri, G., 2011, 2011 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 873-876 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    13 Citations (Scopus)
  • 2010

    Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation

    Beyeler, M., Stefanini, F., Proske, H., Galizia, G. & Chicca, E., 2010, 2010 Biomedical Circuits and Systems Conference (BioCAS). IEEE, p. 270-273 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    12 Citations (Scopus)

  • Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons

    Neftci, E., Chicca, E., Cook, M., Indiveri, G. & Douglas, R., 2010, ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. IEEE, p. 2788 1 p. 5537006

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Spike-based learning with a generalized integrate and fire silicon neuron

    Indiveri, G., Stefanini, F. & Chicca, E., 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 1951-1954 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    58 Citations (Scopus)

  • State-dependent sensory processing in networks of VLSI spiking neurons

    Neftci, E., Chicca, E., Cook, M., Indiveri, G. & Douglas, R. J., 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 2789-2792 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    13 Citations (Scopus)
  • 2008

    Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons

    Neftci, E., Chicca, E., Indiveri, G., Slotine, J.-J. & Douglas, R. J., 2008, Advances in Neural Information Processing Systems (NIPS). Platt, J. C., Koller, D., Singer, Y. & Roweis, S. (eds.). Cambridge (MA): The MIT Press, Vol. 20. p. 1073-1080 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  • The Feeling of Color: A Haptic Feedback Device for the Visually Disabled

    Tapson, J., Diaz, J., Sander, D., Gurari, N., Chicca, E., Pouliquen, P. & Etienne-Cummings, R., 2008, 2008 IEEE Biomedical Circuits and Systems Conference (BIOCAS). IEEE, p. 381-384 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    12 Citations (Scopus)
  • 2007

    Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons

    Chicca, E., Indiveri, G. & Douglas, R. J., 2007, Advances in Neural Information Processing Systems 19 - Proceedings of the 2006 Conference. Schölkopf, B., Platt, J. & Hofmann, T. (eds.). MIT Press, p. 257-264 8 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    8 Citations (Scopus)

  • Reliable Computation in Noisy Backgrounds Using Real-Time Neuromorphic Hardware

    Wang, H.-P., Chicca, E., Indiveri, G. & Sejnowski, T. J., 2007, 2007 IEEE Biomedical Circuits and Systems Conference (BioCAS). IEEE, p. 71-74 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    4 Citations (Scopus)
  • 2006

    Modeling Orientation Selectivity Using a Neuromorphic Multi-Chip System

    Chicca, E., Lichtsteiner, P., Delbruck, T., Indiveri, G. & Douglas, R. J., 2006, 2006 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, p. 1235-1238 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    18 Citations (Scopus)
  • 2004

    An event-based VLSI network of integrate-and-fire neurons

    Chicca, E., Indiveri, G. & Douglas, R. J., 2004, 2004 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, Vol. 5. 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    31 Citations (Scopus)

  • A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses

    Indiveri, G., Chicca, E. & Douglas, R. J., 2004, Proceedings of 12th European Symposium on Artificial Neural Networks (ESANN04). ESANN, p. 405-410 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

  • Characterizing the firing properties of an adaptive analog VLSI neuron

    Rubin, D. B., Chicca, E. & Indiveri, G., 2004, Biologically Inspired Approaches to Advanced Information Technology. Ijspeert, A., Murata, M. & Wakamiya, N. (eds.). Springer-Verlag Berlin Heidelberg, p. 189-200 12 p. (Lecture Notes in Computer Science; vol. 3141).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    7 Citations (Scopus)

  • Firing proprieties of an adaptive analog VLSI neuron

    Rubin, D.B.-D., Chicca, E. & Indiveri, G., 2004, Proceedings of Bio-ADIT 2004 , Lausanne. p. 314-327 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic