Giovanni Cherubini

Researcher, International Business Machines

Joined

May 2023

Names

Giovanni Cherubini (Preferred)

Emails

****@zurich.ibm.com (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

1987 – Present

PhD student

University of California, San Diego (ucsd.edu)

1983 – 1986

Advisors, Relations & Conflicts

PhD Advisor

Laurence Milstein

1983 – 1986

Expertise

No areas of expertise listed

Publications

Are training trajectories of deep single-spike and deep ReLU network equivalent?
Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Time-encoded multiplication-free spiking neural networks: application to data classification tasks
Ana Stanojevic, Giovanni Cherubini, Stanislaw Wozniak, Evangelos Eleftheriou
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Neural Comput. Appl. 2023
- Readers: Everyone
Factorizers for Distributed Sparse Block Codes
Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Robust high-dimensional memory-augmented neural networks
Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Constrained Few-shot Class-incremental Learning
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
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
- 2022 (modified: 09 Nov 2022)
- ESSCIRC 2022
- Readers: Everyone
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
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
Constrained Few-shot Class-incremental Learning
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
- 2022 (modified: 09 Nov 2022)
- CVPR 2022
- Readers: Everyone
Constrained Few-shot Class-incremental Learning
Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
An Exact Mapping From ReLU Networks to Spiking Neural Networks
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone

View all 64 publications

Co-Authors

View all 119 co-authors