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1 Transistor-Dynamic Random Access Memory as Reservoir for Temporal Signal Processing

1 Transistor-Dynamic Random Access Memory as Reservoir for Temporal Signal Processing 150 150
Author(s): MD Yasir Bashir, C Lalith Adithya Sai, Shubham Sahay

Abstract:

Reservoir computing (RC), a computational paradigm inspired by the recurrent neural networks, offers a promising framework for efficient temporal processing with minimal training overhead. Hardware implementation of RC primitive requires devices that exhibit short-term memory, nonlinearity, and energy-efficient state-switching dynamics. While emerging non-volatile memory (eNVM) technologies have been explored as …

Published in: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
Page(s): 1 – 1
Year of Publication: 2026
Electronic ISSN: 2329-9231
DOI: 10.1109/JXCDC.2026.3690766
Publisher: IEEE

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A 3.47 NEF 175.2-dB FoMs Direct Digitization Front-End Featuring Delta Amplification Noise-Shaping SAR ADC for Biosignal Acquisition

A 3.47 NEF 175.2-dB FoMs Direct Digitization Front-End Featuring Delta Amplification Noise-Shaping SAR ADC for Biosignal Acquisition 150 150
Author(s): Kyeongwon Jeong, Can Livanelioglu, Jiawei Liao, Inhee Lee, Taekwang Jang

Abstract:

This article presents a direct-digitization interface for ExG bio-signals’ readout that simultaneously achieves a high dynamic range (DR) and a low noise-efficiency factor (NEF). The proposed delta amplification (DA) and feedback cancellation technique reduce both the input and output ranges of the first amplifier, thus allowing the use of a …

Published in: IEEE Journal of Solid-State Circuits
Page(s): 1 – 12
Year of Publication: 2026
Electronic ISSN: 1558-173X
DOI: 10.1109/JSSC.2026.3685168
Publisher: IEEE

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