NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips

Author:

Iturbe Xabier1,Abderrahmane Nassim2,Abella Jaume3,Alcaide Sergi3,Beyne Eric4,Charles Henri-Pierre5,Charpin-Nicolle Christelle6,Chittka Lars7,Dávila Angélica1,Erdmann Arne8,Estrada Carles1,Fernández Ander1,Fontanelli Anna9,Flich José10,Furano Gianluca11,Gloriani Alejandro Hernán12,Isusquiza Erik13,Grosu Radu14,Hernández Carles10,Ielmini Daniele15,Jackson David16,Kooli Maha5,Lepri Nicola15,Linares-Barranco Bernabé17,Lachese Jean-Loup2,Laurent Eric2,Lindwer Menno18,Linsenmaier Frank12,Luján Mikel16,Masařík Karel19,Mentens Nele20,Moreira Orlando18,Nawghane Chinmay4,Peres Luca16,Noel Jean-Philippe5,Pourtaherian Arash18,Posch Christoph21,Priller Peter22,Prikryl Zdenek19,Resch Felix14,Rhodes Oliver16,Stefanov Todor20,Storring Moritz4,Taliercio Michele9,Tornero Rafael10,van de Burgwal Marcel4,van der Plas Geert4,Vianello Elisa6,Zaykov Pavel19

Affiliation:

1. IKERLAN,Basque Country (Spain)

2. MENTA,France

3. Barcelona Supercomputing Center (BSC),Catalonia,Spain

4. IMEC,Belgium

5. University Grenoble Alpes,CEA-LIST,France

6. Univ. Grenoble Alpes,CEALETI,France

7. Queen Mary University of London,UK

8. Raytrix,Germany

9. Monozukuri (MZ Technologies),Italy

10. Universitat Politecnica de Valencia,Spain

11. ESA ESTEC,Netherlands

12. Viewpointsystem,Austria

13. ULMA Medical Technologies,Basque Country (Spain)

14. TU Wien,Austria

15. Politecnico Milano,Italy

16. University of Manchester,UK

17. CSIC,Spain

18. GrAI Matter Labs (GML),Netherlands

19. CODASIP,Czech Republic

20. Universiteit Leiden,Netherlands

21. PROPHESEE,France

22. AVL List,Austria

Publisher

IEEE

Reference15 articles.

1. Advanced Technology and Systems of Cross Point Memory

2. Understanding and Bridging the Gap Between Neuro-morphic Computing and Machine Learning;deng;Frontiers in Computational Neuroscience,2021

3. A 35.6 TOPS/W/mm23-Stage Pipelined Computational SRAM With Adjustable Form Factor for Highly Data-Centric Applications;noel;IEEE L Solid- State Circuits,2020

4. NeuronFlow: a neuromorphic processor architecture for Live AI applications

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