2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS)
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80

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9781665419130

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Energy Efficient Computing with Heterogeneous DNN Accelerators

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458474 ◽

2021 ◽

Author(s):

MD Shazzad Hossain ◽

Ioannis Savidis

Keyword(s):

Energy Efficient ◽

Energy Efficient Computing

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FL-HDC: Hyperdimensional Computing Design for the Application of Federated Learning

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458526 ◽

2021 ◽

Author(s):

Cheng-Yen Hsieh ◽

Yu-Chuan Chuang ◽

An-Yeu Andy Wu

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Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458403 ◽

2021 ◽

Author(s):

Nik Dennler ◽

Germain Haessig ◽

Matteo Cartiglia ◽

Giacomo Indiveri

Keyword(s):

Neural Networks ◽

Spiking Neural Networks ◽

Online Detection

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A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458571 ◽

2021 ◽

Author(s):

Ziyu Wang ◽

Jie Yang ◽

Mohamad Sawan

Keyword(s):

Epileptic Seizure ◽

Seizure Prediction ◽

Multi Scale ◽

Epileptic Seizure Prediction ◽

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iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458401 ◽

2021 ◽

Author(s):

Tian Gao ◽

Zishen Wan ◽

Yuyang Zhang ◽

Bo Yu ◽

Yanjun Zhang ◽

...

Keyword(s):

Real Time ◽

Energy Efficient ◽

Stereo Matching

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A Quality-Oriented Reconfigurable Convolution Engine Using Cross-Shaped Sparse Kernels for Highly-Parallel CNN Acceleration

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458472 ◽

2021 ◽

Author(s):

Chi-Wen Weng ◽

Chao-Tsung Huang

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Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458488 ◽

2021 ◽

Author(s):

Han Wang ◽

Soheil Salehi ◽

Hossein Sayadi ◽

Avesta Sasan ◽

Tinoosh Mohsenin ◽

...

Keyword(s):

Machine Learning ◽

Autonomous Vehicle ◽

Side Channel ◽

Side Channel Attacks

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LOMA: Fast Auto-Scheduling on DNN Accelerators through Loop-Order-based Memory Allocation

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458493 ◽

2021 ◽

Author(s):

Arne Symons ◽

Linyan Mei ◽

Marian Verhelst

Keyword(s):

Memory Allocation ◽

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Design Tools for Resistive Crossbar based Machine Learning Accelerators

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458433 ◽

2021 ◽

Author(s):

Indranil Chakraborty ◽

Sourjya Roy ◽

Shrihari Sridharan ◽

Mustafa Ali ◽

Aayush Ankit ◽

...

Keyword(s):

Machine Learning ◽

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Analyzing the Energy-Latency-Area-Accuracy Trade-off Across Contemporary Neural Networks

2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas51828.2021.9458553 ◽

2021 ◽

Author(s):

Vikram Jain ◽

Linyan Mei ◽

Marian Verhelst

Keyword(s):

Neural Networks ◽

Trade Off ◽

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