TiM-DNN: Ternary In-Memory Accelerator for Deep Neural Networks

Author:

Jain ShubhamORCID,Gupta Sumeet KumarORCID,Raghunathan Anand

Funder

Center for Brain-inspired Computing Enabling Autonomous Intelligence

one of the six centers in the Joint University Microelectronics Program

a Semiconductor Research Corporation (SRC) Program

Defense Advanced Research Projects Agency

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Software

Cited by 26 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems;2024 IEEE 35th International Conference on Application-specific Systems, Architectures and Processors (ASAP);2024-07-24

2. Process-in-Memory realized by nonvolatile Task-Scheduling and Resource-Sharing XNOR-Net hardware Accelerator architectures;AEU - International Journal of Electronics and Communications;2024-05

3. Ternary D Flip-Flop in CNFET–Memristor Technology;Lecture Notes in Networks and Systems;2024

4. XNOR-VSH: A Valley-Spin Hall Effect-Based Compact and Energy-Efficient Synaptic Crossbar Array for Binary Neural Networks;IEEE Journal on Exploratory Solid-State Computational Devices and Circuits;2023-12

5. Ternary Systolic Array Architecture for Matrix Multiplication in CNFET-Memristor Technology;2023 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS);2023-11-19

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