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Characterization of an Analog MAC Cell with Multi-Bit Resolution for AI Inference Accelerators

R. Nägele, J. Finkbeiner, M. Grözing, M. Berroth, and G. Rademacher. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), (2024)

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Jakob Finkbeiner University of Stuttgart

Helena Jakob University of Stuttgart

Henrik Jakob University of Stuttgart

apl. Prof. Dr. Jakob Steinbrenner University of Stuttgart

Jakob Meier University of Stuttgart

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Integrierter Entwurf einer Optoelektronischen Eingangsschaltung für einen Empfänger in GlasfasernetzwerkenJ. Finkbeiner. (2021)Time-Interleaved Switched Emitter Followers to Extend Front-End Sampling Rates up to 200 GS/sP. Thomas, J. Finkbeiner, M. Grözing, and M. Berroth. IEEE Journal of Solid State Circuits, (2022)Analog Multiply-Accumulate Cell with Multi-Bit Resolution for All-Analog AI Inference AcceleratorsR. Nägele, J. Finkbeiner, V. Stadtlander, M. Grözing, and M. Berroth. IEEE Transactions on Circuits and Systems I: Regular Papers, (2023)Characterization of a Femtojoule Voltage-to-Time Converter with Rectified Linear Unit Characteristic for Analog Neural Network Inference AcceleratorsJ. Finkbeiner, R. Nägele, M. Grözing, M. Berroth, and G. Rademacher. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), (2024)Tuneable Optical Devices Using Subwavelength StructuresL. Rathgeber, N. Hoppe, J. Finkbeiner, T. Föhn, W. Vogel, and M. Berroth. Joint Symposium on Opto- and Microelectronic Devices and Circuits (SODC), Aachen, Germany, (2018)Extreme broadband and reconfigurable integrated photonic electronic receiver on silicon substrateJ. Finkbeiner, N. Hoppe, P. Thomas, and C. Schweikert. EUROPRACTICE Activity Report 2021-2022, EUROPRACTICE, Leuven, (2022)Characterization of an Analog MAC Cell with Multi-Bit Resolution for AI Inference AcceleratorsR. Nägele, J. Finkbeiner, M. Grözing, M. Berroth, and G. Rademacher. IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), (2024)Design of an Energy Efficient Voltage-to-Time Converter with Rectified Linear Unit Characteristics for Artificial Neural NetworksJ. Finkbeiner, R. Nägele, M. Grözing, and M. Berroth. 2022 20th IEEE Interregional NEWCAS Conference (NEWCAS), page 327-331. Piscataway, IEEE, (2022)Design of an Energy Efficient Analog Two-Quadrant Multiplier Cell Operating in Weak InversionR. Nägele, J. Finkbeiner, M. Grözing, and M. Berroth. 2022 20th IEEE Interregional NEWCAS Conference (NEWCAS), page 5-9. Piscataway, IEEE, (2022)Time-Interleaved Switched Emitter Followers to Extend Front-End Sampling Rates to up to 200 GS/sP. Thomas, J. Finkbeiner, M. Grözing, and M. Berroth. IEEE journal of solid state circuits, 57 (9): 2599-2610 (2022)