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Journal Articles
- 2024
[j30]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: 622 (2024)- 2023
- [j29]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): 7017-7033 (2023) - [j28]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: 74-88 (2023) - [j27]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): 3639-3643 (2023) - 2021
- [j26]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): 1725-1729 (2021) - 2020
- [j25]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): 710-712 (2020) - [j24]Hlynur Jónsson, Giovanni Cherubini, Evangelos Eleftheriou:
Convergence Behavior of DNNs with Mutual-Information-Based Regularization. Entropy 22(7): 727 (2020) - 2018
- [j23]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. 65-I(10): 3529-3542 (2018) - 2016
- [j22]Giovanni Cherubini, Jens Jelitto, Vinodh Venkatesan:
Cognitive Storage for Big Data. Computer 49(4): 43-51 (2016) - 2012
- [j21]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): 292-295 (2012) - [j20]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): 296-322 (2012) - [j19]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): 369-381 (2012) - 2010
- [j18]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): 143-157 (2010) - 2008
- [j17]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): 493-512 (2008) - [j16]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): 513-528 (2008) - 2007
- [j15]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): 1779-1789 (2007) - [j14]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): 824-841 (2007) - 2003
- [j13]Giovanni Cherubini:
Hybrid TDMA/CDMA based on filtered multitone modulation for uplink transmission in HFC networks. IEEE Commun. Mag. 41(10): 108-115 (2003) - 2002
- [j12]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): 233-236 (2002) - [j11]Giovanni Cherubini, Evangelos Eleftheriou, Sedat Ölçer:
Filtered multitone modulation for very high-speed digital subscriber lines. IEEE J. Sel. Areas Commun. 20(5): 1016-1028 (2002) - 2001
- [j10]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): 1425-1428 (2001) - 2000
- [j9]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): 98-104 (2000) - 1997
- [j8]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): 115-122 (1997) - 1996
- [j7]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): 675-685 (1996) - 1995
- [j6]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): 1656-1669 (1995) - 1994
- [j5]Giovanni Cherubini:
Nonlinear self-training adaptive equalization for partial-response systems. IEEE Trans. Commun. 42(234): 367-376 (1994) - 1993
- [j4]Giovanni Cherubini:
Analysis of the convergence behavior of adaptive distributed-arithmetic echo cancellers. IEEE Trans. Commun. 41(11): 1703-1714 (1993) - 1989
- [j3]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): 600-611 (1989) - [j2]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): 612-622 (1989) - 1985
- [j1]Giovanni Cherubini, Silvano Pupolin:
Performance Analysis of an All-Digital Acquisition Circuit. IEEE Trans. Commun. 33(8): 862-868 (1985)
Conference and Workshop Papers
- 2022
- [c25]Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Constrained Few-shot Class-incremental Learning. CVPR 2022: 9047-9057 - [c24]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: 105-108 - [c23]Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner:
Approximating Relu Networks by Single-Spike Computation. ICIP 2022: 1901-1905 - 2021
- [c22]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: 1 - 2020
- [c21]Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian:
File Classification Based on Spiking Neural Networks. ISCAS 2020: 1-5 - 2018
- [c20]Simeon Furrer, Angeliki Pantazi, Giovanni Cherubini, Mark A. Lantz:
Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape Media. ACC 2018: 6678-6683 - [c19]Vinodh Venkatesan, Taras Lehinevych, Giovanni Cherubini, Andrii Glybovets, Mark A. Lantz:
Graph-Based Data Relevance Estimation for Large Storage Systems. BigData Congress 2018: 232-236 - 2017
- [c18]Giovanni Cherubini, Yusik Kim, Mark A. Lantz, Vinodh Venkatesan:
Data Prefetching for Large Tiered Storage Systems. ICDM 2017: 823-828 - 2016
- [c17]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: 231-236 - [c16]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: 309-312 - [c15]Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi:
Imaging in radio interferometry by iterative subset scanning using a modified AMP algorithm. ICASSP 2016: 3326-3330 - [c14]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: 1-6 - 2015
- [c13]Angeliki Pantazi, Simeon Furrer, Hugo E. Rothuizen, Giovanni Cherubini, Jens Jelitto, Mark A. Lantz:
Nanoscale track-following for tape storage. ACC 2015: 2837-2843 - [c12]Orhan Öçal, Paul Hurley, Giovanni Cherubini, Sanaz Kazemi:
Collaborative randomized beamforming for phased array radio interferometers. ICASSP 2015: 5654-5658 - [c11]Giovanni Cherubini, Paul Hurley, Matthieu Simeoni, Sanaz Kazemi:
Iterative image subset scanning for image reconstruction from sensor signals. ISSPIT 2015: 629-634 - 2013
- [c10]Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto:
Identification of MIMO transport systems in tape drives. AIM 2013: 597-602 - 2012
- [c9]Giovanni Cherubini, Jens Jelitto, Angeliki Pantazi:
Initial resolution of head position and skew uncertainty in control systems for flangeless tape drives. CDC 2012: 5052-5058 - 2009
- [c8]Giovanni Cherubini, Roy D. Cideciyan, Evangelos Eleftheriou, Jens Jelitto:
Frame Synchronization for PPM-Encoded Longitudinal Position Words in Magnetic Tape Storage. GLOBECOM 2009: 1-6 - [c7]Haralampos Pozidis, Giovanni Cherubini:
Probabilistic Data Detection for Probe-Based Storage Channels in the Presence of Jitter. ICC 2009: 1-6 - 2006
- [c6]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: 193-196 - 2005
- [c5]Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis:
Nanopositioning for probe storage. ACC 2005: 4181-4186 - [c4]Haralampos Pozidis, Peter Bächtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi, Abu Sebastian:
Signal processing for probe storage. ICASSP (5) 2005: 745-748 - 2003
- [c3]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:
A Nanotechnology-based Approach to Data Storage. VLDB 2003: 3-7 - 2001
- [c2]Giovanni Cherubini:
Optimum upstream power back-off and multiuser detection for VDSL. GLOBECOM 2001: 375-380 - 1997
- [c1]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: 1014-1018
Parts in Books or Collections
- 2023
- [p1]Geethan Karunaratne, Michael Hersche, Giovanni Cherubini, Abu Sebastian, Abbas Rahimi:
Few-Shot Continual Learning Based on Vector Symbolic Architectures. Compendium of Neurosymbolic Artificial Intelligence 2023: 522-546
Informal and Other Publications
- 2023
- [i10]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 abs/2303.13957 (2023) - [i9]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 abs/2306.08744 (2023) - 2022
- [i8]Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Constrained Few-shot Class-incremental Learning. CoRR abs/2203.16588 (2022) - [i7]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 abs/2207.06810 (2022) - [i6]Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou:
On the visual analytic intelligence of neural networks. CoRR abs/2209.14017 (2022) - [i5]Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner:
An Exact Mapping From ReLU Networks to Spiking Neural Networks. CoRR abs/2212.12522 (2022) - 2021
- [i4]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 abs/2106.11654 (2021) - 2020
- [i3]Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian:
File Classification Based on Spiking Neural Networks. CoRR abs/2004.03953 (2020) - [i2]Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi:
Robust High-dimensional Memory-augmented Neural Networks. CoRR abs/2010.01939 (2020) - 2019
- [i1]Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian:
In-memory hyperdimensional computing. CoRR abs/1906.01548 (2019)
Coauthor Index
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