Giovanni Cherubini

According to our database, Giovanni Cherubini authored at least 60 papers between 1985 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88].

Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner

Neural Networks, January, 2024

2023

An exact mapping from ReLU networks to spiking neural networks.

Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner

Neural Networks, November, 2023

Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology.

Sandro Widmer, Marcel A. Kossel, Giovanni Cherubini, Stanislaw Wozniak, Pier Andrea Francese, Ana Stanojevic, Matthias Brändli, Klaus Frick, Angeliki Pantazi

IEEE Trans. Circuits Syst. II Express Briefs, September, 2023

Time-encoded multiplication-free spiking neural networks: application to data classification tasks.

Ana Stanojevic, Giovanni Cherubini, Stanislaw Wozniak, Evangelos Eleftheriou

Neural Comput. Appl., March, 2023

Few-Shot Continual Learning Based on Vector Symbolic Architectures.

Geethan Karunaratne, Michael Hersche, Giovanni Cherubini, Abu Sebastian, Abbas Rahimi

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Are training trajectories of deep single-spike and deep ReLU network equivalent?

Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner

CoRR, 2023

Factorizers for Distributed Sparse Block Codes.

Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

CoRR, 2023

2022

On the visual analytic intelligence of neural networks.

Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou

CoRR, 2022

Approximating Relu Networks by Single-Spike Computation.

Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.

Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi

Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

Constrained Few-shot Class-incremental Learning.

Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing.

Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

IEEE Trans. Circuits Syst. II Express Briefs, 2021

Real-time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array.

Geethan Karunaratne, Abbas Rahimi, Manuel Le Gallo, Giovanni Cherubini, Abu Sebastian

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

Convergence Behavior of DNNs with Mutual-Information-Based Regularization.

Hlynur Jónsson, Giovanni Cherubini, Evangelos Eleftheriou

Entropy, 2020

Guest Editorial Introduction to the Special Issue of the IEEE L-CSS on Learning and Control.

Giovanni Cherubini, Martin Guay, Sophie Tarbouriech, Kartik B. Ariyur, Mireille E. Broucke, Subhrakanti Dey, Christian Ebenbauer, Paolo Frasca, Bahman Gharesifard, Antoine Girard, João Manoel Gomes da Silva, Lars Grüne, Christopher M. Kellett, Usman Khan, Giuseppe Notarstefano, Luca Scardovi, Kyriakos G. Vamvoudakis

IEEE Control. Syst. Lett., 2020

Robust High-dimensional Memory-augmented Neural Networks.

Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi

CoRR, 2020

File Classification Based on Spiking Neural Networks.

Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

In-memory hyperdimensional computing.

Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian

CoRR, 2019

2018

Design Techniques for High-Speed Multi-Level Viterbi Detectors and Trellis-Coded-Modulation Decoders.

Hazar Yueksel, Matthias Braendli, Andreas Burg, Giovanni Cherubini, Roy D. Cideciyan, Pier Andrea Francese, Simeon Furrer, Marcel A. Kossel, Lukas Kull, Danny Luu, Christian Menolfi, Thomas Morf, Thomas Toifl

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Graph-Based Data Relevance Estimation for Large Storage Systems.

Vinodh Venkatesan, Taras Lehinevych, Giovanni Cherubini, Andrii Glybovets, Mark A. Lantz

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape Media.

Simeon Furrer, Angeliki Pantazi, Giovanni Cherubini, Mark A. Lantz

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Data Prefetching for Large Tiered Storage Systems.

Giovanni Cherubini, Yusik Kim, Mark A. Lantz, Vinodh Venkatesan

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Cognitive Storage for Big Data.

Giovanni Cherubini, Jens Jelitto, Vinodh Venkatesan

Computer, 2016

Design considerations on sliding-block viterbi detectors for high-speed data transmission.

Hazar Yueksel, Giovanni Cherubini, Roy D. Cideciyan, Andreas Burg, Thomas Toifl

Proceedings of the 10th International Conference on Signal Processing and Communication Systems, 2016

Imaging in radio interferometry by iterative subset scanning using a modified AMP algorithm.

Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A 4.1 pJ/b 25.6 Gb/s 4-PAM reduced-state sliding-block Viterbi detector in 14 nm CMOS.

Hazar Yueksel, Matthias Braendli, Andreas Burg, Giovanni Cherubini, Roy D. Cideciyan, Pier Andrea Francese, Simeon Furrer, Marcel A. Kossel, Lukas Kull, Danny Luu, Christian Menolfi, Thomas Morf, Thomas Toifl

Proceedings of the ESSCIRC Conference 2016: 42^nd European Solid-State Circuits Conference, 2016

High-speed link with trellis-coded modulation and Reed-Solomon coding.

Hazar Yueksel, Giovanni Cherubini, Roy D. Cideciyan, Simeon Furrer, Andreas Burg, Thomas Toifl

Proceedings of the 2016 IEEE Conference on Standards for Communications and Networking, 2016

2015

Iterative image subset scanning for image reconstruction from sensor signals.

Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015

Collaborative randomized beamforming for phased array radio interferometers.

Orhan Öçal, Paul Hurley, Giovanni Cherubini, Sanaz Kazemi

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Nanoscale track-following for tape storage.

Angeliki Pantazi, Simeon Furrer, Hugo E. Rothuizen, Giovanni Cherubini, Jens Jelitto, Mark A. Lantz

Proceedings of the American Control Conference, 2015

2013

Identification of MIMO transport systems in tape drives.

Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto

Proceedings of the 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2013

2012

Servo-Pattern Design and Track-Following Control for Nanometer Head Positioning on Flexible Tape Media.

Mark A. Lantz, Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto

IEEE Trans. Control. Syst. Technol., 2012

Control Methods in Data-Storage Systems.

Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani

IEEE Trans. Control. Syst. Technol., 2012

Guest Editorial Introduction to the Special Section on Advanced Servo Control for Emerging Data Storage Systems.

Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani

IEEE Trans. Control. Syst. Technol., 2012

Initial resolution of head position and skew uncertainty in control systems for flangeless tape drives.

Giovanni Cherubini, Jens Jelitto, Angeliki Pantazi

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2010

Channel Modeling and Signal Processing for Probe Storage Channels.

Haralampos Pozidis, Giovanni Cherubini, Aggeliki Pantazi, Abu Sebastian, Evangelos Eleftheriou

IEEE J. Sel. Areas Commun., 2010

2009

Probabilistic Data Detection for Probe-Based Storage Channels in the Presence of Jitter.

Haralampos Pozidis, Giovanni Cherubini

Proceedings of IEEE International Conference on Communications, 2009

Frame Synchronization for PPM-Encoded Longitudinal Position Words in Magnetic Tape Storage.

Giovanni Cherubini, Roy D. Cideciyan, Evangelos Eleftheriou, Jens Jelitto

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Probe-based ultrahigh-density storage technology.

Aggeliki Pantazi, Abu Sebastian, Theodore Antonakopoulos, Peter Bächtold, Anthony R. Bonaccio, Jose Bonan, Giovanni Cherubini, Michel Despont, Richard A. DiPietro, Ute Drechsler, Urs Dürig, Bernd Gotsmann, Walter Häberle, Christoph Hagleitner, James L. Hedrick, Daniel Jubin, Armin Knoll, Mark A. Lantz, John Pentarakis, Haralampos Pozidis, Russell C. Pratt, Hugo E. Rothuizen, Richard Stutz, Maria Varsamou, Dorothea Wiesmann, Evangelos Eleftheriou

IBM J. Res. Dev., 2008

Scaling tape-recording areal densities to 100 Gb/in2.

Armando J. Argumedo, David Berman, Robert G. Biskeborn, Giovanni Cherubini, Roy D. Cideciyan, Evangelos Eleftheriou, Walter Häberle, Diana J. Hellman, Robert A. Hutchins, Wayne Imaino, Jens Jelitto, Kevin Judd, Pierre-Olivier Jubert, Mark A. Lantz, Gary M. McClelland, Thomas Mittelholzer, Chandrasekhar Narayanaswami, Sedat Ölçer, Paul J. Seger

IBM J. Res. Dev., 2008

2007

Control of MEMS-Based Scanning-Probe Data-Storage Devices.

Angeliki Pantazi, Abu Sebastian, Giovanni Cherubini, Mark A. Lantz, Haralampos Pozidis, Hugo E. Rothuizen, Evangelos Eleftheriou

IEEE Trans. Control. Syst. Technol., 2007

Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device.

Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Jan Lienemann, Dorothea Wiesmann, Giovanni Cherubini, Jan G. Korvink, Evangelos Eleftheriou

IEEE J. Solid State Circuits, 2007

2005

Signal processing for probe storage.

Haralampos Pozidis, Peter Bächtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi, Abu Sebastian

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Nanopositioning for probe storage.

Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis

Proceedings of the American Control Conference, 2005

2003

Hybrid TDMA/CDMA based on filtered multitone modulation for uplink transmission in HFC networks.

Giovanni Cherubini

IEEE Commun. Mag., 2003

A Nanotechnology-based Approach to Data Storage.

Evangelos Eleftheriou, Peter Bächtold, Giovanni Cherubini, Ajay Dholakia, Christoph Hagleitner, Teddy Loeliger, Aggeliki Pantazi, Haralampos Pozidis, T. R. Albrecht, Gerd Karl Binnig, Michel Despont, Ute Drechsler, Urs Dürig, Bernd Gotsmann, Daniel Jubin, Walter Häberle, Mark A. Lantz, Hugo E. Rothuizen, Richard Stutz, Peter Vettiger, Dorothea Wiesmann

Proceedings of 29th International Conference on Very Large Data Bases, 2003

2002

Filtered multitone modulation for very high-speed digital subscriber lines.

Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer

IEEE J. Sel. Areas Commun., 2002

Guest editorial multiuser detection techniques with application to wired and wireless communications systems II.

Giovanni Cherubini, John M. Cioffi, Alexandra Duel-Hallen, H. Vincent Poor

IEEE J. Sel. Areas Commun., 2002

2001

Guest editorial multiuser detection techniques with application to wired and wireless communications systems I.

Giovanni Cherubini, John M. Cioffi, Alexandra Duel-Hallen, H. Vincent Poor

IEEE J. Sel. Areas Commun., 2001

Optimum upstream power back-off and multiuser detection for VDSL.

Giovanni Cherubini

Proceedings of the Global Telecommunications Conference, 2001

2000

Filter bank modulation techniques for very high-speed digital subscriber lines.

Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer, John M. Cioffi

IEEE Commun. Mag., 2000

1997

100BASE-T2: a new standard for 100 Mb/s Ethernet transmission over voice-grade cables.

Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck, John Creigh, Sailesh K. Rao

IEEE Commun. Mag., 1997

100BASE-T2: 100 Mbit/s Ethernet over Two Pairs of Category-3 Cabling.

Giovanni Cherubini, John Creigh, Sedat Ölçer, Sailesh K. Rao, Gottfried Ungerboeck

Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997

1996

Adaptive analog equalization and receiver front-end control for multilevel partial-response transmission over metallic cables.

Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck

IEEE Trans. Commun., 1996

1995

A Quaternary Partial-Response Class-IV Transceiver for 125 Mbit/s Data Transmission over Unshielded Twisted-Pair Cables: Principles of Operation and VLSI Realization.

Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck

IEEE J. Sel. Areas Commun., 1995

1994

Nonlinear self-training adaptive equalization for partial-response systems.

Giovanni Cherubini

IEEE Trans. Commun., 1994

1993

Analysis of the convergence behavior of adaptive distributed-arithmetic echo cancellers.

Giovanni Cherubini

IEEE Trans. Commun., 1993

1989

Performance analysis of both hybrid and frequency-hopped phase-coherent spread-spectrum systems. II. An FH system.

Giovanni Cherubini, Laurence B. Milstein

IEEE Trans. Commun., 1989

Performance analysis of both hybrid and frequency-hopped phase-coherent spread-spectrum systems. I. A hybrid DS/FH system.

Giovanni Cherubini, Laurence B. Milstein

IEEE Trans. Commun., 1989

1985

Performance Analysis of an All-Digital Acquisition Circuit.

Giovanni Cherubini, Silvano Pupolin

IEEE Trans. Commun., 1985