Giovanni Cherubini

66 papers A* 3B 3C 4Misc 2Journal 40Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88].
Neural Networks
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023 J jnl
An exact mapping from ReLU networks to spiking neural networks.
Neural Networks
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023 J jnl
Are training trajectories of deep single-spike and deep ReLU network equivalent?
CoRR
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023 J jnl
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology.
IEEE Trans. Circuits Syst. II Express Briefs
Sandro Widmer, Marcel A. Kossel, Giovanni Cherubini, Stanislaw Wozniak, Pier Andrea Francese, Ana Stanojevic, Matthias Brändli, Klaus Frick, Angeliki Pantazi
2023 J jnl
Factorizers for Distributed Sparse Block Codes.
CoRR
Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2023 — ch.
Few-Shot Continual Learning Based on Vector Symbolic Architectures.
Compendium of Neurosymbolic Artificial Intelligence
Geethan Karunaratne, Michael Hersche, Giovanni Cherubini, Abu Sebastian, Abbas Rahimi
2023 J jnl
Time-encoded multiplication-free spiking neural networks: application to data classification tasks.
Neural Comput. Appl.
Ana Stanojevic, Giovanni Cherubini, Stanislaw Wozniak, Evangelos Eleftheriou
2022 J jnl
An Exact Mapping From ReLU Networks to Spiking Neural Networks.
CoRR
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2022 B conf
Approximating Relu Networks by Single-Spike Computation.
ICIP
Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner
2022 A* conf
Constrained Few-shot Class-incremental Learning.
CVPR
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 J jnl
Constrained Few-shot Class-incremental Learning.
CoRR
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2022 — conf
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.
ESSCIRC
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
2022 J jnl
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory.
CoRR
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
2022 J jnl
On the visual analytic intelligence of neural networks.
CoRR
Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou
2021 J jnl
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing.
IEEE Trans. Circuits Syst. II Express Briefs
Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2021 J jnl
Energy Efficient In-memory Hyperdimensional Encoding for Spatio-temporal Signal Processing.
CoRR
Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2021 — conf
Real-time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array.
AICAS
Geethan Karunaratne, Abbas Rahimi, Manuel Le Gallo, Giovanni Cherubini, Abu Sebastian
2020 J jnl
Convergence Behavior of DNNs with Mutual-Information-Based Regularization.
Entropy
Hlynur Jónsson, Giovanni Cherubini, Evangelos Eleftheriou
2020 C conf
File Classification Based on Spiking Neural Networks.
ISCAS
Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
2020 J jnl
File Classification Based on Spiking Neural Networks.
CoRR
Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
2020 J jnl
Guest Editorial Introduction to the Special Issue of the IEEE L-CSS on Learning and Control.
IEEE Control. Syst. Lett.
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
2020 J jnl
Robust High-dimensional Memory-augmented Neural Networks.
CoRR
Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2019 J jnl
In-memory hyperdimensional computing.
CoRR
Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian
2018 C conf
Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape Media.
ACC
Simeon Furrer, Angeliki Pantazi, Giovanni Cherubini, Mark A. Lantz
2018 J jnl
Design Techniques for High-Speed Multi-Level Viterbi Detectors and Trellis-Coded-Modulation Decoders.
IEEE Trans. Circuits Syst. I Regul. Pap.
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
2018 — conf
Graph-Based Data Relevance Estimation for Large Storage Systems.
BigData Congress
Vinodh Venkatesan, Taras Lehinevych, Giovanni Cherubini, Andrii Glybovets, Mark A. Lantz
2017 A* conf
Data Prefetching for Large Tiered Storage Systems.
ICDM
Giovanni Cherubini, Yusik Kim, Mark A. Lantz, Vinodh Venkatesan
2016 — conf
A 4.1 pJ/b 25.6 Gb/s 4-PAM reduced-state sliding-block Viterbi detector in 14 nm CMOS.
ESSCIRC
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
2016 J jnl
Cognitive Storage for Big Data.
Computer
Giovanni Cherubini, Jens Jelitto, Vinodh Venkatesan
2016 — conf
Design considerations on sliding-block viterbi detectors for high-speed data transmission.
ICSPCS
Hazar Yueksel, Giovanni Cherubini, Roy D. Cideciyan, Andreas Burg, Thomas Toifl
2016 — conf
High-speed link with trellis-coded modulation and Reed-Solomon coding.
CSCN
Hazar Yueksel, Giovanni Cherubini, Roy D. Cideciyan, Simeon Furrer, Andreas Burg, Thomas Toifl
2016 Misc conf
Imaging in radio interferometry by iterative subset scanning using a modified AMP algorithm.
ICASSP
Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi
2015 Misc conf
Collaborative randomized beamforming for phased array radio interferometers.
ICASSP
Orhan Öçal, Paul Hurley, Giovanni Cherubini, Sanaz Kazemi
2015 — conf
Iterative image subset scanning for image reconstruction from sensor signals.
ISSPIT
Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi
2015 C conf
Nanoscale track-following for tape storage.
ACC
Angeliki Pantazi, Simeon Furrer, Hugo E. Rothuizen, Giovanni Cherubini, Jens Jelitto, Mark A. Lantz
2013 — conf
Identification of MIMO transport systems in tape drives.
AIM
Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto
2012 J jnl
Control Methods in Data-Storage Systems.
IEEE Trans. Control. Syst. Technol.
Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani
2012 J jnl
Guest Editorial Introduction to the Special Section on Advanced Servo Control for Emerging Data Storage Systems.
IEEE Trans. Control. Syst. Technol.
Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani
2012 — conf
Initial resolution of head position and skew uncertainty in control systems for flangeless tape drives.
CDC
Giovanni Cherubini, Jens Jelitto, Angeliki Pantazi
2012 J jnl
Servo-Pattern Design and Track-Following Control for Nanometer Head Positioning on Flexible Tape Media.
IEEE Trans. Control. Syst. Technol.
Mark A. Lantz, Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto
2010 J jnl
Channel Modeling and Signal Processing for Probe Storage Channels.
IEEE J. Sel. Areas Commun.
Haralampos Pozidis, Giovanni Cherubini, Aggeliki Pantazi, Abu Sebastian, Evangelos Eleftheriou
2009 B conf
Frame Synchronization for PPM-Encoded Longitudinal Position Words in Magnetic Tape Storage.
GLOBECOM
Giovanni Cherubini, Roy D. Cideciyan, Evangelos Eleftheriou, Jens Jelitto
2009 — conf
Probabilistic Data Detection for Probe-Based Storage Channels in the Presence of Jitter.
ICC
Haralampos Pozidis, Giovanni Cherubini
2008 J jnl
Probe-based ultrahigh-density storage technology.
IBM J. Res. Dev.
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
2008 J jnl
Scaling tape-recording areal densities to 100 Gb/in2.
IBM J. Res. Dev.
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
2007 J jnl
Control of MEMS-Based Scanning-Probe Data-Storage Devices.
IEEE Trans. Control. Syst. Technol.
Angeliki Pantazi, Abu Sebastian, Giovanni Cherubini, Mark A. Lantz, Haralampos Pozidis, Hugo E. Rothuizen, Evangelos Eleftheriou
2007 J jnl
Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device.
IEEE J. Solid State Circuits
Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Jan Lienemann, Dorothea Wiesmann, Giovanni Cherubini, Jan G. Korvink, Evangelos Eleftheriou
2006 — conf
Modeling, Design, and Verification for the Analog Front-end of a MEMS-based Parallel Scanning-probe Storage Device.
CICC
Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Dorothea Wiesmann, Jan Lienemann, Jan G. Korvink, Giovanni Cherubini, Evangelos Eleftheriou
2005 C conf
Nanopositioning for probe storage.
ACC
Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis
2005 — conf
Signal processing for probe storage.
ICASSP (5)
Haralampos Pozidis, Peter Bächtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi, Abu Sebastian
2003 A* conf
A Nanotechnology-based Approach to Data Storage.
VLDB
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
2003 J jnl
Hybrid TDMA/CDMA based on filtered multitone modulation for uplink transmission in HFC networks.
IEEE Commun. Mag.
Giovanni Cherubini
2002 J jnl
Filtered multitone modulation for very high-speed digital subscriber lines.
IEEE J. Sel. Areas Commun.
Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer
2002 J jnl
Guest editorial multiuser detection techniques with application to wired and wireless communications systems II.
IEEE J. Sel. Areas Commun.
Giovanni Cherubini, John M. Cioffi, Alexandra Duel-Hallen, H. Vincent Poor
2001 J jnl
Guest editorial multiuser detection techniques with application to wired and wireless communications systems I.
IEEE J. Sel. Areas Commun.
Giovanni Cherubini, John M. Cioffi, Alexandra Duel-Hallen, H. Vincent Poor
2001 B conf
Optimum upstream power back-off and multiuser detection for VDSL.
GLOBECOM
Giovanni Cherubini
2000 J jnl
Filter bank modulation techniques for very high-speed digital subscriber lines.
IEEE Commun. Mag.
Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer, John M. Cioffi
1997 — conf
100BASE-T2: 100 Mbit/s Ethernet over Two Pairs of Category-3 Cabling.
ICC (2)
Giovanni Cherubini, John Creigh, Sedat Ölçer, Sailesh K. Rao, Gottfried Ungerboeck
1997 J jnl
100BASE-T2: a new standard for 100 Mb/s Ethernet transmission over voice-grade cables.
IEEE Commun. Mag.
Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck, John Creigh, Sailesh K. Rao
1996 J jnl
Adaptive analog equalization and receiver front-end control for multilevel partial-response transmission over metallic cables.
IEEE Trans. Commun.
Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck
1995 J jnl
A Quaternary Partial-Response Class-IV Transceiver for 125 Mbit/s Data Transmission over Unshielded Twisted-Pair Cables: Principles of Operation and VLSI Realization.
IEEE J. Sel. Areas Commun.
Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck
1994 J jnl
Nonlinear self-training adaptive equalization for partial-response systems.
IEEE Trans. Commun.
Giovanni Cherubini
1993 J jnl
Analysis of the convergence behavior of adaptive distributed-arithmetic echo cancellers.
IEEE Trans. Commun.
Giovanni Cherubini
1989 J jnl
Performance analysis of both hybrid and frequency-hopped phase-coherent spread-spectrum systems. I. A hybrid DS/FH system.
IEEE Trans. Commun.
Giovanni Cherubini, Laurence B. Milstein
1989 J jnl
Performance analysis of both hybrid and frequency-hopped phase-coherent spread-spectrum systems. II. An FH system.
IEEE Trans. Commun.
Giovanni Cherubini, Laurence B. Milstein
1985 J jnl
Performance Analysis of an All-Digital Acquisition Circuit.
IEEE Trans. Commun.
Giovanni Cherubini, Silvano Pupolin