Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations

Fyon, Arthur; Brandoit, Julien; Mendolia, Loris; Ernst, Damien; Redouté, Jean-Michel; Drion, Guillaume

doi:10.48550/arXiv.2605.15216

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Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations

Fyon, Arthur; Brandoit, Julien; Mendolia, Loris et al.

2026

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https://hdl.handle.net/2268/339660

DOI
10.48550/arXiv.2605.15216

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This work has been the subject of two patent applications (Numbers: EP26175243.0 and EP26175248.9).

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Keywords :

recurrent neural networks; analog integrated circuits; ultra-low-power; hardware-software co-design; neuromorphic computing

Disciplines :

Engineering, computing & technology: Multidisciplinary, general & others

Author, co-author :

Fyon, Arthur ; Université de Liège - ULiège > Montefiore Institute of Electrical Engineering and Computer Science

Brandoit, Julien ; Université de Liège - ULiège > Faculté des Sciences Appliquées > Doct. sciences ingén. techn. (électr. électro. infor.)

Mendolia, Loris ; Université de Liège - ULiège > Montefiore Institute of Electrical Engineering and Computer Science

Ernst, Damien ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Smart grids

Redouté, Jean-Michel ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Systèmes microélectroniques intégrés

Drion, Guillaume ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Systèmes et modélisation

Language :

English

Title :

Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations

Publication date :

2026

Source :

arXiv preprint

Funders :

F.R.S.-FNRS - Fonds de la Recherche Scientifique
FPS BOSA - Federal Public Service Policy and Support

Funding number :

NEMODEI2; ASP–REN40024838; FRIA–B240029909; FRIA40038025

Available on ORBi :

since 12 January 2026

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