Binary is All You Need: Ultra-Efficient Arrhythmia Detection with a Binary-Only Compressive System

Author:

Tian Fengshi1,Wang Xiaomeng1,Chen Jinbo2,Yang Jie2,Sawan Mohamad2,Tsui Chi-Ying1,Cheng Kwang-Ting Tim1

Affiliation:

1. HKUST,Department of ECE,Hong Kong SAR

2. Westlake University,CenBRAIN Neurotech,Hangzhou,China

Publisher

IEEE

Reference20 articles.

1. An 82nW 0.53pJ/SOP Clock-Free Spiking Neural Network with 40µs Latency for AloT Wake-Up Functions Using Ultimate-Event-Driven Bionic Architecture and Computing-in-Memory Technique;liu;IEEE International Solid-State Circuits Conference ISSCC 2022,2022

2. A Neuromorphic Processing System With Spike-Driven SNN Processor for Wearable ECG Classification

3. CONV-SRAM: An Energy-Efficient SRAM With In-Memory Dot-Product Computation for Low-Power Convolutional Neural Networks

4. XNOR-Net: ImageNet classification using binary convolutional neural networks;rastegari;Proc Eur Conf Comput Vis,2016

5. NeuroCARE: A generic neuromorphic edge computing framework for healthcare applications

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