Hyper Dimensional Computing with Ferroelectric Tunneling Junctions

Slesazeck S, Lancaster S, Prabahar JR, Hosseinzadeh S, Fey D, Mikolajick T (2024)

Publication Type: Conference contribution

Publication year: 2024

Publisher: Association for Computing Machinery

Series: NANOARCH '23

City/Town: New York, NY, USA

Conference Proceedings Title: Proceedings of the 18th ACM International Symposium on Nanoscale Architectures

Event location: Dresden, Germany

ISBN: 9798400703256

DOI: 10.1145/3611315.3633239

Abstract

Hyper Dimensional Computing is a new approach in artificial intelligence (AI). The specific requirements of massive parallel readout operation during HDC inference makes the high-impedance ferroelectric tunneling junction (FTJ) devices a very interesting candidate for the hardware realization of a HDC accelerator. Therefore, we propose to research both, the technological and the architectural constraints when bringing together this two distinct concepts from the architectural and the devices perspective.

Authors with CRIS profile

John Reuben Prabahar Lehrstuhl für Informatik 3 (Rechnerarchitektur) Shima Hosseinzadeh Foroushani Lehrstuhl für Informatik 3 (Rechnerarchitektur) Dietmar Fey Lehrstuhl für Informatik 3 (Rechnerarchitektur)

Involved external institutions

NaMLab gGmbH DE Germany (DE)

How to cite

APA:

Slesazeck, S., Lancaster, S., Prabahar, J.R., Hosseinzadeh, S., Fey, D., & Mikolajick, T. (2024). Hyper Dimensional Computing with Ferroelectric Tunneling Junctions. In Proceedings of the 18th ACM International Symposium on Nanoscale Architectures. Dresden, Germany: New York, NY, USA: Association for Computing Machinery.

MLA:

Slesazeck, Stefan, et al. "Hyper Dimensional Computing with Ferroelectric Tunneling Junctions." Proceedings of the Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, Dresden, Germany New York, NY, USA: Association for Computing Machinery, 2024.

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