🧠 Topic: Resampling strategies for imbalanced datasets
💠 Link: https://www.kaggle.com/rafjaa/resampling-strategies-for-imbalanced-datasets
💡 Tags: #imbalance_data #preprocessing
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💠 Link: https://www.kaggle.com/rafjaa/resampling-strategies-for-imbalanced-datasets
💡 Tags: #imbalance_data #preprocessing
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Kaggle
Resampling strategies for imbalanced datasets
Explore and run machine learning code with Kaggle Notebooks | Using data from Porto Seguro’s Safe Driver Prediction
🧠 Topic: Computational Neuroscience
💠 Link: https://www.youtube.com/playlist?list=PLUGg7IB_KBdhRNsBxV-yevlJTr2NmC5LY
💡 Tags: #neuroscience #computer_vision
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💠 Link: https://www.youtube.com/playlist?list=PLUGg7IB_KBdhRNsBxV-yevlJTr2NmC5LY
💡 Tags: #neuroscience #computer_vision
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YouTube
Computational Neuroscience
Share your videos with friends, family, and the world
🧠 Topic: Canonical Computation in Brains and Machines
💠 Link: https://gias.nyu.edu/canonical-computation-brains-machines-2018/
💡 Tags: #neuroscience #artificial_intelligence
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💠 Link: https://gias.nyu.edu/canonical-computation-brains-machines-2018/
💡 Tags: #neuroscience #artificial_intelligence
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Global Institute for Advanced Study
Unnoscriptd
The fields of neuroscience and AI have undergone significant transformation over the last ten years, thanks in large part to a rapid expansion in technological capacities that are permitting ever more…
🧠 Topic: Tutorial on Variational Autoencoders
💠 Link: https://arxiv.org/pdf/1606.05908.pdf
💡 Tags: #deep_learning
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💠 Link: https://arxiv.org/pdf/1606.05908.pdf
💡 Tags: #deep_learning
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🧠 Topic: Understanding Conditional Variational Autoencoders
💠 Link: https://towardsdatascience.com/understanding-conditional-variational-autoencoders-cd62b4f57bf8
💡 Tags: #deep_learning
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💠 Link: https://towardsdatascience.com/understanding-conditional-variational-autoencoders-cd62b4f57bf8
💡 Tags: #deep_learning
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Medium
Understanding Conditional Variational Autoencoders
The variational autoencoder or VAE is a directed graphical generative model which has obtained excellent results and is among the state of…
🧠 Topic: Spiking Neural Networks for More Efficient AI Algorithms
💠 Link: https://www.youtube.com/watch?v=PeW-TN3P1hk&ab_channel=WaterlooArtificialIntelligenceInstitute
💡 Tags: #neuroscience #artificial_intelligence
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💠 Link: https://www.youtube.com/watch?v=PeW-TN3P1hk&ab_channel=WaterlooArtificialIntelligenceInstitute
💡 Tags: #neuroscience #artificial_intelligence
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YouTube
Spiking Neural Networks for More Efficient AI Algorithms
Spiking neural networks (SNNs) have received little attention from the AI community, although they compute in a fundamentally different -- and more biologically inspired -- manner than standard artificial neural networks (ANNs). This can be partially explained…
🧠 Topic: Waterloo.ai Seminar Series
💠 Link: https://www.youtube.com/playlist?list=PLVDo9wSuPi4EstMItO5rIqif1H-1VW-3w
💡 Tags: #neuroscience #artificial_intelligence
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💠 Link: https://www.youtube.com/playlist?list=PLVDo9wSuPi4EstMItO5rIqif1H-1VW-3w
💡 Tags: #neuroscience #artificial_intelligence
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YouTube
Waterloo.ai Seminar Series - YouTube
🧠 Topic: Intuitive Understanding of Attention Mechanism in Deep Learning
💠 Link: https://towardsdatascience.com/intuitive-understanding-of-attention-mechanism-in-deep-learning-6c9482aecf4f
💡 Tags: #deep_learning
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💠 Link: https://towardsdatascience.com/intuitive-understanding-of-attention-mechanism-in-deep-learning-6c9482aecf4f
💡 Tags: #deep_learning
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Medium
Intuitive Understanding of Attention Mechanism in Deep Learning
A TensorFlow Implementation of Neural Machine Translation with Attention
🧠 Topic: Illustrated: Self-Attention
💠 Link: https://towardsdatascience.com/illustrated-self-attention-2d627e33b20a
💡 Tags: #deep_learning
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💠 Link: https://towardsdatascience.com/illustrated-self-attention-2d627e33b20a
💡 Tags: #deep_learning
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Towards Data Science
Deep Dive into Self-Attention by Hand✍︎ | Towards Data Science
Explore the intricacies of the attention mechanism responsible for fueling the transformers
🧠 Topic: How Transformers Work
💠 Link: https://towardsdatascience.com/transformers-141e32e69591
💡 Tags: #deep_learning #transformer
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💠 Link: https://towardsdatascience.com/transformers-141e32e69591
💡 Tags: #deep_learning #transformer
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Medium
How Transformers Work
Transformers are a type of neural network architecture that have been gaining popularity. Transformers were recently used by OpenAI in…
🧠 Topic: Meta-Reinforcement Learning
💠 Link: https://blog.floydhub.com/meta-rl/
💡 Tags: #meta_learning #neuroscience #reinforcement_learning
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💠 Link: https://blog.floydhub.com/meta-rl/
💡 Tags: #meta_learning #neuroscience #reinforcement_learning
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🧠 Topic: How to Improve Your Network Performance by Using Curriculum Learning
💠 Link: https://towardsdatascience.com/how-to-improve-your-network-performance-by-using-curriculum-learning-3471705efab4#:~:text=Curriculum%20learning%20describes%20a%20type,gradually%20increase%20the%20task%20difficulty.&text=When%20we%20now%20look%20at,harder%20to%20learn%20than%20others
💡 Tags: #deep_learning
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💠 Link: https://towardsdatascience.com/how-to-improve-your-network-performance-by-using-curriculum-learning-3471705efab4#:~:text=Curriculum%20learning%20describes%20a%20type,gradually%20increase%20the%20task%20difficulty.&text=When%20we%20now%20look%20at,harder%20to%20learn%20than%20others
💡 Tags: #deep_learning
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Medium
How to Improve Your Network Performance by Using Curriculum Learning
Starting to train your network on easy task before introducing harder tasks can improve performance significantly.
🧠 Topic: Role of the prefrontal cortex
💠 Link: https://www.goodtherapy.org/blog/psychpedia/prefrontal-cortex
💡 Tags: #neuroscience
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💠 Link: https://www.goodtherapy.org/blog/psychpedia/prefrontal-cortex
💡 Tags: #neuroscience
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GoodTherapy.org Therapy Blog
Prefrontal Cortex - GoodTherapy.org Therapy Blog
Prefrontal cortex The prefrontal cortex is a part of the brain located at the front of the frontal lobe. It is implicated in a variety of complex behaviors, including planning, and greatly contributes to personality development. Role of the prefrontal cortex…
🧠 Topic: Neocortex
💠 Link: https://human-memory.net/neocortex/
💡 Tags: #neuroscience
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💠 Link: https://human-memory.net/neocortex/
💡 Tags: #neuroscience
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The Human Memory
Neocortex | Functions, Anatomical Structure, Facts & Summary
The neocortex is a Latin for “new rind” or “new bark.”The neocortex is a complex structure – dozens of cells, intricate connectivity patterns, and multiple layers.
🧠 Topic: dopamine system
💠 Link: https://psychscenehub.com/psychinsights/the-dopamine-hypothesis-of-schizophrenia/
💡 Tags: #neuroscience
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💠 Link: https://psychscenehub.com/psychinsights/the-dopamine-hypothesis-of-schizophrenia/
💡 Tags: #neuroscience
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Psych Scene Hub
Dopamine Hypothesis of Schizophrenia: Neurobiology and Clinical Insights
Understand the dopamine hypothesis of schizophrenia, its neurobiological basis, clinical implications, and key dopamine pathways involved in psychosis.
🧠 Topic: All You Need To Know For Your First Ever Project in PyTorch !
💠 Link: https://medium.com/@nikhilamunipalli/starter-pack-for-deep-learning-in-pytorch-for-extreme-beginners-by-a-beginner-330f3fdefcc4
💡 Tags: #pytorch
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💠 Link: https://medium.com/@nikhilamunipalli/starter-pack-for-deep-learning-in-pytorch-for-extreme-beginners-by-a-beginner-330f3fdefcc4
💡 Tags: #pytorch
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Medium
All You Need To Know For Your First Ever Project in PyTorch !
Welcome deep learning learners! This article is a kick start for your first ever deep learning model in pytorch.
🧠 Topic: Review — SKNet: Selective Kernel Networks (Image Classification)
💠 Link: https://sh-tsang.medium.com/review-sknet-selective-kernel-networks-image-classification-63ebbad7d78f
💡 Tags: #computer_vision #neuroscience #cnn #deep_learning
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💠 Link: https://sh-tsang.medium.com/review-sknet-selective-kernel-networks-image-classification-63ebbad7d78f
💡 Tags: #computer_vision #neuroscience #cnn #deep_learning
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Medium
Review — SKNet: Selective Kernel Networks (Image Classification)
Attention Branch for Various Kernel Sizes, Outperforms SENet
🧠 Topic: Stock predictions with state-of-the-art Transformer and Time Embeddings
💠 Link: https://towardsdatascience.com/stock-predictions-with-state-of-the-art-transformer-and-time-embeddings-3a4485237de6
💡 Tags: #artificial_intelligence #deep_learning
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💠 Link: https://towardsdatascience.com/stock-predictions-with-state-of-the-art-transformer-and-time-embeddings-3a4485237de6
💡 Tags: #artificial_intelligence #deep_learning
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🧠 Topic: Comprehensive Guide to Different Pooling Layers in Deep Learning
💠 Link: https://analyticsindiamag.com/comprehensive-guide-to-different-pooling-layers-in-deep-learning/
💡 Tags: #artificial_intelligence #deep_learning
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💠 Link: https://analyticsindiamag.com/comprehensive-guide-to-different-pooling-layers-in-deep-learning/
💡 Tags: #artificial_intelligence #deep_learning
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Analytics India Magazine
Comprehensive Guide to Different Pooling Layers in Deep Learning
we use pooling layers for downsampling the data by extracting important features from the data . commonly used in CNN with convolutional layer
🧠 Topic: Attention is all you need
💠 Link: https://becominghuman.ai/attention-is-all-you-need-16bf481d8b5c
💡 Tags: #artificial_intelligence #deep_learning #nlp
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💠 Link: https://becominghuman.ai/attention-is-all-you-need-16bf481d8b5c
💡 Tags: #artificial_intelligence #deep_learning #nlp
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Becoming Human
A New Era in Deep Learning: Understanding Transformer Models
An explanation about transformer
🧠 Topic: The Illustrated Transformer
💠 Link: https://jalammar.github.io/illustrated-transformer/
💡 Tags: #artificial_intelligence #deep_learning #nlp
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💠 Link: https://jalammar.github.io/illustrated-transformer/
💡 Tags: #artificial_intelligence #deep_learning #nlp
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jalammar.github.io
The Illustrated Transformer
Discussions:
Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments)
Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish…
Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments)
Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish…