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Cited by
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Since 2020
Citations
8
8
h-index
2
2
i10-index
0
0
0
6
3
2023
2024
2
6
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Co-authors
Christopher L. Buckley
University of Sussex
Verified email at sussex.ac.uk
Ryan Singh
PhD Candidate, Informatics, University of Sussex
Verified email at sussex.ac.uk
El Mehdi Achour
RWTH Aachen University
Verified email at mathc.rwth-aachen.de
Paul Francis Kinghorn
University of Sussex
Verified email at sussex.ac.uk
Will Yun-Farmbrough
Sussex Centre for Consciousness Science
Verified email at sussex.ac.uk
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Francesco Innocenti
PhD student, Engineering & Informatics,
University of Sussex
Verified email at sussex.ac.uk -
Homepage
Energy-based Models
Predictive Coding
Deep Learning Theory
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Year
Understanding Predictive Coding as a Second-Order Trust-Region Method
F Innocenti, R Singh, CL Buckley
ICML Workshop on Localized Learning (LLW)
, 2023
6
*
2023
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
F Innocenti, EM Achour, R Singh, CL Buckley
Advances in Neural Information Processing Systems 38
, 2024
2
2024
JPC: Flexible Inference for Predictive Coding Networks in JAX
F Innocenti, P Kinghorn, W Yun-Farmbrough, MDL Varona, R Singh, ...
arXiv preprint arXiv:2412.03676
, 2024
2024
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