"The Roles of Supervised Machine Learning in Systems Neuroscience" https://arxiv.org/abs/1805.08239

"Evolving Images for Visual Neurons Using a Deep Generative Network Reveals Coding Principles and Neuronal Preferences"

https://www.cell.com/action/showPdf?pii=S0092-8674%2819%2930391-5

"AI Can Detect Alzheimer’s Disease in Brain Scans Six Years Before a Diagnosis"

News article: https://www.ucsf.edu/news/2018/12/412946/artificial-intelligence-can-detect-alzheimers-disease-brain-scans-six-years

Research article: https://www.ehidc.org/sites/default/files/resources/files/A%20Deep%20Learning%20Model%20to%20Predict%20a%20Diagnosis%20of%20Alzheimer%20Disease.pdf

A new study using machine learning has identified brain-based dimensions of mental health disorders, an advance towards much-needed biomarkers to more accurately diagnose and treat patients.

The research is in Nature Communications. (full open access)

https://neurosciencenews.com/machine-learning-brain-networks-mental-health-9650/

“Godfather of Deep Learning” geoffreyhinton

“We humans are neural nets. What we can do, machines can do”

Peak Hubris. "Smashing the territory with the map".

https://syncedreview.com/2019/05/10/google-i-o-2019-geoffrey-hinton-says-machines-can-do-anything-humans-can/

List of Best Machine Learning Resources


https://medium.com/machine-learning-for-humans/how-to-learn-machine-learning-24d53bb64aa1

PyTorch implementation of the Leap Meta-Learner

GitHub: https://github.com/amzn/metalearn-leap

Paper by Flennerhag et al.: https://arxiv.org/abs/1812.01054

#MachineLearning #ArtificialIntelligence #TransferLearning

Learning Loss for Active Learning

Donggeun Yoo and In So Kweon: https://arxiv.org/abs/1905.03677

#ArtificialIntelligence #DeepLearning #NeuralNetworks

A Survey on Neural Architecture Search
Wistuba et al.: https://arxiv.org/abs/1905.01392
#MachineLearning #ComputerVision #EvolutionaryComputing

Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting

Sen et al.: https://arxiv.org/abs/1905.03806

#ArtificialIntelligence #DeepLearning #MachineLearning

Flowpoints
An intuitive approach to creating deep learning models
By Marius Brataas: https://github.com/mariusbrataas/flowpoints_ml#readme
#deeplearning #pytorch #machinelearning #python

"Top 8 trends from ICLR 2019"
By Chip Huyen: https://huyenchip.com/2019/05/12/top-8-trends-from-iclr-2019.html
#deeplearning #iclr2019 #technology

Adaptive Neural Trees
Tanno et al.: https://arxiv.org/abs/1807.06699
#ArtificialIntelligence #ComputerVision #EvolutionaryComputing #MachineLearning #PatternRecognition

190 Tutorials for young specialists
https://www.kaggle.com/kashnitsky/mlcourse/kernels

GAN Lab: Play with Generative Adversarial Networks (GANs) in your browser!
By created by Minsuk Kahng, Nikhil Thorat, Polo Chau, Fernanda Viégas, and Martin Wattenberg: https://poloclub.github.io/ganlab/
Research paper: https://minsuk.com/research/papers/kahng-ganlab-vast2018.pdf
#AI #ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks

ICLR 2019 MILA, Microsoft, and MIT Share Best Paper Honours https://medium.com/syncedreview/iclr-2019-mila-microsoft-and-mit-share-best-paper-honours-440675d5773e https://t.iss.one/ArtificialIntelligenceArticles

TensorFlow Model Optimization Toolkit — Pruning API

Blog by TensorFlow: https://medium.com/tensorflow/tensorflow-model-optimization-toolkit-pruning-api-42cac9157a6a

#MachineLearning #ModelOptimization #TensorFlow #DeepLearning #NeuralNet

Government of Canada creates Advisory Council on Artificial Intelligence
“Artificial intelligence has enormous potential to help us design the responsive digital services that Canadians demand, but it must be used ethically and responsibly. The Advisory Council on Artificial intelligence will give us essential expertise from across industry, academia and government to make sure we use AI in a way that is transparent, deliberate and accountable.” – The Honourable Joyce Murray, President of the Treasury Board and Minister of Digital Government
From Innovation, Science and Economic Development Canada: https://www.canada.ca/en/innovation-science-economic-development/news/2019/05/government-of-canada-creates-advisory-council-on-artificial-intelligence.html
#artificialintelligence #council #canada

Generative models in Tensorflow 2”

GitHub, by Tim Sainburg: https://github.com/timsainb/tensorflow2-generative-models/

#deeplearning #generativeadversarialnetworks #tensorflow #technology