A 617 TOPS/W All Digital Binary Neural Network Accelerator in 10nm FinFET CMOS

Author:

Knag Phil C.,Chen Gregory K.,Sumbul H. Ekin,Kumar Raghavan,Anders Mark A.,Kaul Himanshu,Hsu Steven K.,Agarwal Amit,Kar Monodeep,Kim Seongjong,Krishnamurthy Ram K.

Publisher

IEEE

Cited by 11 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. An ASIC Accelerator for QNN With Variable Precision and Tunable Energy Efficiency;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-07

2. Binaryware: A High-Performance Digital Hardware Accelerator for Binary Neural Networks;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2023-12

3. A 2Mbit Digital in-Memory Computing Matrix-Vector Multiplier for DNN Inference supporting flexible bit precision and matrix size achieving 612 binary TOPS/W;ESSCIRC 2023- IEEE 49th European Solid State Circuits Conference (ESSCIRC);2023-09-11

4. REDRESS: Generating Compressed Models for Edge Inference Using Tsetlin Machines;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-09-01

5. A 1.23μJ/Inference, All-Digital Shuffle-Type Group-CNN Accelerator in 28nm CMOS With 85.8% Accuracy on CIFAR-10;IEEE Transactions on Circuits and Systems II: Express Briefs;2023-01

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