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Neural Networks
Accelerators Introduction
Hamidreza Bolhasani
Ph.D. Candidate| Data Scientist.
hamidreza@Bolhasani.net
Feb 2021.
Self Introduction
AI ML DL
Artificial Intelligence (AI)
Machine Learning (ML)
Brain Inspired Machine Learning
Brain Inspired Machine Learning
Biological Neuron
Ref. Jennifer Walinga, 2014.
Ref. Jennifer Walinga, 2014.
Neural Network
Neural Network
Deep Neural Networks
Deep Neural Networks
Deep Learning: Anywhere!
Deep Neural Networks
First Contribution
DataBioX: IDC Breast Cancer Grading Dataset
2020
Deep Learning Accelerator
Acceleration Motivations
Computation Reuse
(Case Study)
Computation Reuse
(Case Study)
Computation Reuse (Case Study)
Thanks!
Hamid Reza Bolhasani
Hamidreza@Bolhasani.net
Jan 2021