Giovanni Cherubini

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 34

Top Topics

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88]. Neural Networks 169 (2024)
Ana Stanojevic, Giovanni Cherubini, Stanislaw Wozniak, Evangelos Eleftheriou
Time-encoded multiplication-free spiking neural networks: application to data classification tasks. Neural Comput. Appl. 35 (9) (2023)
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
Are training trajectories of deep single-spike and deep ReLU network equivalent? CoRR (2023)
Sandro Widmer, Marcel A. Kossel, Giovanni Cherubini, Stanislaw Wozniak, Pier Andrea Francese, Ana Stanojevic, Matthias Brändli, Klaus Frick, Angeliki Pantazi
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology. IEEE Trans. Circuits Syst. II Express Briefs 70 (9) (2023)
Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Factorizers for Distributed Sparse Block Codes. CoRR (2023)
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
An exact mapping from ReLU networks to spiking neural networks. Neural Networks 168 (2023)
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
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory. CoRR (2022)
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Constrained Few-shot Class-incremental Learning. CoRR (2022)
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
An Exact Mapping From ReLU Networks to Spiking Neural Networks. CoRR (2022)
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Constrained Few-shot Class-incremental Learning. CVPR (2022)
Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou
On the visual analytic intelligence of neural networks. CoRR (2022)
Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner
Approximating Relu Networks by Single-Spike Computation. ICIP (2022)
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
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory. ESSCIRC (2022)
Geethan Karunaratne, Abbas Rahimi, Manuel Le Gallo, Giovanni Cherubini, Abu Sebastian
Real-time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array. AICAS (2021)
Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Energy Efficient In-memory Hyperdimensional Encoding for Spatio-temporal Signal Processing. CoRR (2021)
Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Robust High-dimensional Memory-augmented Neural Networks. CoRR (2020)
Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
File Classification Based on Spiking Neural Networks. CoRR (2020)
Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
File Classification Based on Spiking Neural Networks. ISCAS (2020)
Hlynur Jónsson, Giovanni Cherubini, Evangelos Eleftheriou
Convergence Behavior of DNNs with Mutual-Information-Based Regularization. Entropy 22 (7) (2020)
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
Guest Editorial Introduction to the Special Issue of the IEEE L-CSS on Learning and Control. IEEE Control. Syst. Lett. 4 (3) (2020)
Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian
In-memory hyperdimensional computing. CoRR (2019)
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
Design Techniques for High-Speed Multi-Level Viterbi Detectors and Trellis-Coded-Modulation Decoders. IEEE Trans. Circuits Syst. I Regul. Pap. (10) (2018)
Vinodh Venkatesan, Taras Lehinevych, Giovanni Cherubini, Andrii Glybovets, Mark A. Lantz
Graph-Based Data Relevance Estimation for Large Storage Systems. BigData Congress (2018)
Simeon Furrer, Angeliki Pantazi, Giovanni Cherubini, Mark A. Lantz
Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape Media. ACC (2018)
Giovanni Cherubini, Yusik Kim, Mark A. Lantz, Vinodh Venkatesan
Data Prefetching for Large Tiered Storage Systems. ICDM (2017)
Giovanni Cherubini, Jens Jelitto, Vinodh Venkatesan
Cognitive Storage for Big Data. Computer 49 (4) (2016)
Hazar Yueksel, Giovanni Cherubini, Roy D. Cideciyan, Andreas Burg, Thomas Toifl
Design considerations on sliding-block viterbi detectors for high-speed data transmission. ICSPCS (2016)
Hazar Yueksel, Giovanni Cherubini, Roy D. Cideciyan, Simeon Furrer, Andreas Burg, Thomas Toifl
High-speed link with trellis-coded modulation and Reed-Solomon coding. CSCN (2016)
Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi
Imaging in radio interferometry by iterative subset scanning using a modified AMP algorithm. ICASSP (2016)
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
A 4.1 pJ/b 25.6 Gb/s 4-PAM reduced-state sliding-block Viterbi detector in 14 nm CMOS. ESSCIRC (2016)
Angeliki Pantazi, Simeon Furrer, Hugo E. Rothuizen, Giovanni Cherubini, Jens Jelitto, Mark A. Lantz
Nanoscale track-following for tape storage. ACC (2015)
Orhan Öçal, Paul Hurley, Giovanni Cherubini, Sanaz Kazemi
Collaborative randomized beamforming for phased array radio interferometers. ICASSP (2015)
Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi
Iterative image subset scanning for image reconstruction from sensor signals. ISSPIT (2015)
Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto
Identification of MIMO transport systems in tape drives. AIM (2013)
Giovanni Cherubini, Jens Jelitto, Angeliki Pantazi
Initial resolution of head position and skew uncertainty in control systems for flangeless tape drives. CDC (2012)
Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani
Control Methods in Data-Storage Systems. IEEE Trans. Control. Syst. Technol. 20 (2) (2012)
Mark A. Lantz, Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto
Servo-Pattern Design and Track-Following Control for Nanometer Head Positioning on Flexible Tape Media. IEEE Trans. Control. Syst. Technol. 20 (2) (2012)
Giovanni Cherubini, Chung Choo Chung, William C. Messner, S. O. Reza Moheimani
Guest Editorial Introduction to the Special Section on Advanced Servo Control for Emerging Data Storage Systems. IEEE Trans. Control. Syst. Technol. 20 (2) (2012)
Haralampos Pozidis, Giovanni Cherubini, Aggeliki Pantazi, Abu Sebastian, Evangelos Eleftheriou
Channel Modeling and Signal Processing for Probe Storage Channels. IEEE J. Sel. Areas Commun. 28 (2) (2010)
Giovanni Cherubini, Roy D. Cideciyan, Evangelos Eleftheriou, Jens Jelitto
Frame Synchronization for PPM-Encoded Longitudinal Position Words in Magnetic Tape Storage. GLOBECOM (2009)
Haralampos Pozidis, Giovanni Cherubini
Probabilistic Data Detection for Probe-Based Storage Channels in the Presence of Jitter. ICC (2009)
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
Probe-based ultrahigh-density storage technology. IBM J. Res. Dev. 52 (4-5) (2008)
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
Scaling tape-recording areal densities to 100 Gb/in2. IBM J. Res. Dev. 52 (4-5) (2008)
Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Jan Lienemann, Dorothea Wiesmann, Giovanni Cherubini, Jan G. Korvink, Evangelos Eleftheriou
Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device. IEEE J. Solid State Circuits 42 (8) (2007)
Angeliki Pantazi, Abu Sebastian, Giovanni Cherubini, Mark A. Lantz, Haralampos Pozidis, Hugo E. Rothuizen, Evangelos Eleftheriou
Control of MEMS-Based Scanning-Probe Data-Storage Devices. IEEE Trans. Control. Syst. Technol. 15 (5) (2007)
Christoph Hagleitner, Anthony R. Bonaccio, Hugo E. Rothuizen, Dorothea Wiesmann, Jan Lienemann, Jan G. Korvink, Giovanni Cherubini, Evangelos Eleftheriou
Modeling, Design, and Verification for the Analog Front-end of a MEMS-based Parallel Scanning-probe Storage Device. CICC (2006)
Haralampos Pozidis, Peter Bächtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi, Abu Sebastian
Signal processing for probe storage. ICASSP (5) (2005)
Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis
Nanopositioning for probe storage. ACC (2005)
Giovanni Cherubini
Hybrid TDMA/CDMA based on filtered multitone modulation for uplink transmission in HFC networks. IEEE Commun. Mag. 41 (10) (2003)
Evangelos Eleftheriou, Peter Bächtold, Giovanni Cherubini, Ajay Dholakia, Christoph Hagleitner, T. 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
A Nanotechnology-based Approach to Data Storage. VLDB (2003)
Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer
Filtered multitone modulation for very high-speed digital subscriber lines. IEEE J. Sel. Areas Commun. 20 (5) (2002)
Giovanni Cherubini, John M. Cioffi, Alexandra Duel-Hallen, H. Vincent Poor
Guest editorial multiuser detection techniques with application to wired and wireless communications systems II. IEEE J. Sel. Areas Commun. 20 (2) (2002)
Giovanni Cherubini, John M. Cioffi, Alexandra Duel-Hallen, H. Vincent Poor
Guest editorial multiuser detection techniques with application to wired and wireless communications systems I. IEEE J. Sel. Areas Commun. 19 (8) (2001)
Giovanni Cherubini
Optimum upstream power back-off and multiuser detection for VDSL. GLOBECOM (2001)
Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer, John M. Cioffi
Filter bank modulation techniques for very high-speed digital subscriber lines. IEEE Commun. Mag. 38 (5) (2000)
Giovanni Cherubini, John Creigh, Sedat Ölçer, Sailesh K. Rao, Gottfried Ungerboeck
100BASE-T2: 100 Mbit/s Ethernet over Two Pairs of Category-3 Cabling. ICC (2) (1997)
Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck, John Creigh, Sailesh K. Rao
100BASE-T2: a new standard for 100 Mb/s Ethernet transmission over voice-grade cables. IEEE Commun. Mag. 35 (11) (1997)
Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck
Adaptive analog equalization and receiver front-end control for multilevel partial-response transmission over metallic cables. IEEE Trans. Commun. 44 (6) (1996)
Giovanni Cherubini, Sedat Ölçer, Gottfried Ungerboeck
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. 13 (9) (1995)
Giovanni Cherubini
Nonlinear self-training adaptive equalization for partial-response systems. IEEE Trans. Commun. 42 (234) (1994)
Giovanni Cherubini
Analysis of the convergence behavior of adaptive distributed-arithmetic echo cancellers. IEEE Trans. Commun. 41 (11) (1993)
Giovanni Cherubini, Laurence B. Milstein
Performance analysis of both hybrid and frequency-hopped phase-coherent spread-spectrum systems. I. A hybrid DS/FH system. IEEE Trans. Commun. 37 (6) (1989)
Giovanni Cherubini, Laurence B. Milstein
Performance analysis of both hybrid and frequency-hopped phase-coherent spread-spectrum systems. II. An FH system. IEEE Trans. Commun. 37 (6) (1989)
Giovanni Cherubini, Silvano Pupolin
Performance Analysis of an All-Digital Acquisition Circuit. IEEE Trans. Commun. 33 (8) (1985)