[K-6] In-Memory and Unconventional Computing 1

Fri. Sep 8, 2023 10:45 AM - 12:00 PM Room K (234, Bldg. 2)

Session Chairs: Wein-Town Sun (eMemory Technology Inc.), Ming-Hsiu Lee (Macronix International Co., Ltd)

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10:45 AM - 11:00 AM

[K-6-01] Dual Integration of Approximate Random Weight Generator & CiM for Event-based Reservoir Computing & Spiking Neural Networks

Shunsuke Koshino¹, ^○Naoko Misawa¹, Chihiro Matsui¹, Ken Takeuchi¹ (1. The University of Tokyo (Japan))

11:00 AM - 11:15 AM

[K-6-02] Highly Error-tolerant Low Power CiM by Co-design of SLC Mask & MLC Weight Twin FeFETs and Strong Lottery Ticket Hypothesis Neural Network Algorithm

^○Kenshin Yamauchi¹, Ayumu Yamada¹, Naoko Misawa¹, Seong-Kun Cho¹, Kasidit Toprasertpong¹, Shinichi Takagi¹, Chihiro Matsui¹, Ken Takeuchi¹ (1. Univ. of Tokyo (Japan))

11:15 AM - 11:30 AM

[K-6-03] A Mixing-mode Matrix-Vector-Multiplication Architecture for Large-scale Perceptron Operation

^○Yu- Yu Lin¹, Feng-Min Lee¹, Ming-Hsiu Lee¹, Keh-Chung Wang¹, Chih-Yuan Lu¹ (1. Macronix International Co., Ltd. (Taiwan))

11:30 AM - 11:45 AM

[K-6-04] HfO _x ReRAM Based Optronic Reservoir for Image Classification

^○Jiayi Li¹, Haider Abbas¹, Asif Ali¹, Xin Ju², Diing Shenp Ang¹ (1. Nanyang Technological Univ. (Singapore), 2. Agency for Sci., Tech., and Res. (A*STAR) (Singapore))

11:45 AM - 12:00 PM

[K-6-05 (Late News)] Improvement in HZO FeFET-based Reservoir Computing Capacities through Operating Voltage Optimization

^○Shinyi Min¹, Kasidit Toprasertpong¹, Eishin Nako¹, Ryosho Nakane¹, Mitsuru Takenaka¹, Shinichi Takagi¹ (1. Univ. of Tokyo (Japan))

Session information

[K-6] In-Memory and Unconventional Computing 1

[K-6-01] Dual Integration of Approximate Random Weight Generator & CiM for Event-based Reservoir Computing & Spiking Neural Networks

[K-6-02] Highly Error-tolerant Low Power CiM by Co-design of SLC Mask & MLC Weight Twin FeFETs and Strong Lottery Ticket Hypothesis Neural Network Algorithm

[K-6-03] A Mixing-mode Matrix-Vector-Multiplication Architecture for Large-scale Perceptron Operation

[K-6-04] HfO _x ReRAM Based Optronic Reservoir for Image Classification

[K-6-05 (Late News)] Improvement in HZO FeFET-based Reservoir Computing Capacities through Operating Voltage Optimization

Authentication

Session information

[K-6] In-Memory and Unconventional Computing 1

[K-6-01] Dual Integration of Approximate Random Weight Generator & CiM for Event-based Reservoir Computing & Spiking Neural Networks

[K-6-02] Highly Error-tolerant Low Power CiM by Co-design of SLC Mask & MLC Weight Twin FeFETs and Strong Lottery Ticket Hypothesis Neural Network Algorithm

[K-6-03] A Mixing-mode Matrix-Vector-Multiplication Architecture for Large-scale Perceptron Operation

[K-6-04] HfO x ReRAM Based Optronic Reservoir for Image Classification

[K-6-05 (Late News)] Improvement in HZO FeFET-based Reservoir Computing Capacities through Operating Voltage Optimization

Authentication

[K-6-04] HfO _x ReRAM Based Optronic Reservoir for Image Classification