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Articles · Rebeauty Atlas

AI

SR Sruthy Nath

RNNs vs Transformers: Why Sequential Thinking Doesn’t Scale

Hook

Jun 20, 2026 · 7 min read · 0 claps #generative-ai #large-language-models #sequence-modeling

RNNs vs Transformers: Why Sequential Thinking Doesn’t Scale

HUM AI SCI

MI Michael Larionov, PhD

Learning Multi-valued Functions using RNNs

An alternative way to solve the Inverse Mapping problem

May 16, 2026 · 4 min read · 3 claps #machine-learning #recurrent-neural-network #neural-networks

Learning Multi-valued Functions using RNNs

AI HUM TCH SCI

TH Thommaskevin

TinyML —Recurrent Neural Networks

From mathematical foundations to edge implementation

May 14, 2026 · 19 min read · 113 claps #machine-learning #artificial-intelligence #arduino

AI HUM MDA

MI Michael Feldhake

A Case for Novel Networks

(And how I achieved 100% accuracy)

May 12, 2026 · 3 min read · 0 claps #ai #generative-ai-tools #neural-networks

HUM AI SCI MDA

NA Najib Sharifi, Ph.D. · AI Advances

Back Propagation Through Time: The Mathematical Foundation of RNNs

What do stock data, a half finished sentence and an audio clip all have in common?

May 07, 2026 · 8 min read · 330 claps #machine-learning #data-science #recurrent-neural-network

Back Propagation Through Time: The Mathematical Foundation of RNNs

HUM AI

TE Tech Talk with Tyler · Ilya Sutskever’s 30 Foundational Papers of AI, Explained

Ilya’s List, Part 17: Relational Recurrent Neural Networks: What If an RNN Had More Than One…

A normal recurrent neural network is pretty easy to describe.

May 06, 2026 · 6 min read · 0 claps #ilya-sutskever #recurrent-neural-network #deep-learning

Ilya’s List, Part 17: Relational Recurrent Neural Networks: What If an RNN Had More Than One…

HUM AI

YU Yuri Fung · Toward Humanoids

What actually improved Push-T?

Flow Matching is hard to beat

May 05, 2026 · 10 min read · 1 claps #flowmatching #imitation-learning #transformers

AI MDA HUM

AR Arman Malkhasyan

My Model Failed at “Not Bad”… So I Built a Recurrent Neural Network (RNN)

From averaging words to actually reading them

May 01, 2026 · 14 min read · 5 claps #recurrent-neural-network #nlp #neural-networks

My Model Failed at “Not Bad”… So I Built a Recurrent Neural Network (RNN)

HUM AI BIO

SA SAQUIB HUSSAIN · Data Science in Your Pocket

🔥Deep Learning Series 07: Dropout

Randomly disables some neurons during training ❓

Apr 30, 2026 · 2 min read · 0 claps #deep-learning #neural-networks #dropout

AI HUM

BH Bhavika Pawani

Generative AI From First Principles — Article 7 GRU (Gated Recurrent Unit)

Recap: From RNN to LSTM

Apr 30, 2026 · 4 min read · 150 claps #neural-networks #deep-learning #artificial-intelligence

AI HUM

BH Bhavika Pawani

Generative AI from First Principles — Article 6 LSTM (Long Short-Term Memory)

Recap: From RNNs to the Need for Better Memory

Apr 30, 2026 · 4 min read · 100 claps #neural-networks #generative-ai #artificial-intelligence

HUM AI

DA Damodaran Selvaraj

Recurrent Neural Networks (RNNs) Explained

When we first learn about neural networks, most examples treat data as if every input is completely independent. For example, if you give…

Apr 14, 2026 · 4 min read · 3 claps #deep-learning #recurrent-neural-network #lstm

Recurrent Neural Networks (RNNs) Explained

AI

EL eldk

From Hierarchies to Universality: How Small Recurrent Models are Changing Reasoning

Large transformers like GPT-4 have dominated the AI spotlight, but quieter revolution is unfolding in the world of small ,recurrent models…

Dec 29, 2025 · 3 min read · 0 claps #trm #urms #transformers

From Hierarchies to Universality: How Small Recurrent Models are Changing Reasoning

HUM AI

AM AmeerSaleem

Why some Recurrent Neural Networks read backwards

Explaining how bidirectional RNNs help boost context retention.

Dec 28, 2025 · 6 min read · 2 claps #bidirectional #rnn #recurrent-neural-network

Why some Recurrent Neural Networks read backwards

MKT AI MDA

MU Muazashraf

What is Spectrogram

A raw audio file is a 1D wave: A Long series of numbers representing amplitude over time

Dec 05, 2025 · 1 min read · 0 claps paywalled #asr #spectrogram #mel-spectrogram

AI

TO Tom Tan

Transformer Optimization and Beyond: Taming the O(N²) Beast 💥

I. Introduction: The Age of Attention 👑

Nov 20, 2025 · 5 min read · 0 claps #ai-transformer #performance-optimization #next-generation-ais

Transformer Optimization and Beyond: Taming the O(N²) Beast 💥

TCH AI

PR pranamya

Hopfield Network

Hopfield network is a fully connected single layer auto associative recurrent neural network. It was proposed by John Hopfield in 1982. It…

Nov 17, 2025 · 5 min read · 0 claps #hopfield-network #recurrent-neural-network #associative-memory

AI HUM

SA Sanket

Day 1 : Sequential Learning

Sequential learning is a type of machine learning that deals with data where order…

Jun 18, 2025 · 2 min read · 1 claps #deep-learning #ai #sequential-model

ART AI

SH Shams Tabrez

Unfolding the Mysteries of RNNs: Understanding Fundamental Structure

Why we need RNNs ?

May 02, 2025 · 4 min read · 2 claps #rnn #rnn-architecture #deep-rnn

Unfolding the Mysteries of RNNs: Understanding Fundamental Structure

HUM AI

MI Mirko Peters - Host of the M365 fm Podcast · Mirko Peters — Data & Analytics Blog

The Future of Translation: Unlocking the Power of Neural Machine Translation Systems

The rapid evolution of technology has revolutionized numerous fields, with language translation at the forefront of this transformation.

Mar 04, 2024 · 9 min read · 2 claps paywalled #neuralmachinetranslation #ntm #human-translation

The Future of Translation: Unlocking the Power of Neural Machine Translation Systems

GEN AI

MA Machine Learning in Plain English

Recurrent Neural Network — Lesson 6: Embeddings and Word Representations

Introduction to Embeddings

Aug 15, 2023 · 3 min read · 8 claps #rnn #recurrent-neural-network #word-embeddings

Recurrent Neural Network — Lesson 6: Embeddings and Word Representations

AI

MA Machine Learning in Plain English

Recurrent Neural Network — Lesson 5: Backpropagation Through Time (BPTT) and RNN Training

Understanding BPTT: Unfolding Computation Graphs

Aug 13, 2023 · 2 min read · 53 claps #rnn #bptt #recurrent-neural-network

Recurrent Neural Network — Lesson 5: Backpropagation Through Time (BPTT) and RNN Training

AI

MA Machine Learning in Plain English

Recurrent Neural Network — Lesson 4: Advanced RNNs (GRU and LSTM)

Introduction to Gated Recurrent Units (GRUs)

Aug 11, 2023 · 2 min read · 34 claps #rnn #recurrent-neural-network #gru

Recurrent Neural Network — Lesson 4: Advanced RNNs (GRU and LSTM)

AI SCI

MA Machine Learning in Plain English

Recurrent Neural Network — Lesson 3: Working and Mathematics of Vanilla RNNs

Working and Mathematics of Vanilla RNNs

Aug 10, 2023 · 1 min read · 4 claps #rnn #recurrent-neural-network #vanishing-gradient

ART AI

MA Machine Learning in Plain English

Recurrent Neural Network — Lesson 2: Understanding the RNN Architecture

Explaining Hidden States

Aug 08, 2023 · 2 min read · 6 claps #rnn #hidden-state #time-step

Recurrent Neural Network — Lesson 2: Understanding the RNN Architecture

AI

MA Machine Learning in Plain English

Recurrent Neural Network — Lesson 1: Introduction to RNNs

Understanding the Need for RNNs

Aug 07, 2023 · 2 min read · 5 claps #rnn #recurrent-neural-network #nlp

Recurrent Neural Network — Lesson 1: Introduction to RNNs

HUM AI

SA Sasiwut Chaiyadecha

Text generator สร้างคำขวัญวันเด็กจาก Deep learning model

Text generator using LSTM on Google Colab

Jan 11, 2023 · 4 min read · 2 claps #tensorflow #lstm #nlp

Text generator สร้างคำขวัญวันเด็กจาก Deep learning model

AI

NI Niketh Narasimhan

Recurrent Neural Networks An intuitive approach Part 3

Please find the link for earlier parts

Jul 31, 2020 · 15 min read · 0 claps #recurrent-neural-network #bptt #lstm

Recurrent Neural Networks An intuitive approach Part 3

HUM GEN AI

YA Yao Peng

Yet Another Recurrent Neural Network (RNN) Tutorial: An Explicit Explanation

I am always curious about how things work in details. This article is carried out when I try to figure out how exactly RNN works. By…

Aug 02, 2018 · 12 min read · 4 claps #machine-learning #recurrent-neural-network #rnn