Long short-term memory (LSTM) is an artificial neural network used in the fields of artificial intelligence and deep learning. Unlike standard feedforward neural networks, LSTM has feedback connections. Such a recurrent neural network (RNN) can process not only single data points (such as images), but also entire sequences of data (such as speech or video). For example, LSTM is applicable to tasks such as unsegmented, connected handwriting recognition, speech recognition, machine translation, robot control, video games, and healthcare. The name of LSTM refers to the analogy that a standard RNN has both "long-term memory" and "short-term memory". The connection weights and biases in the network change once per episode of training, analogous to how physiological changes in synaptic strengths store long-term memories; the activation patterns in the network change once per time-step, analogous to how the moment-to-moment change in electric firing patterns in the brain store short-term memories. The LSTM architecture aims to provide a short-term memory for RNN that can last thousands of timesteps, thus "long short-term memory". A common LSTM unit is composed of a cell, an input gate, an output gate and a forget gate. The cell remembers values over arbitrary time intervals and the three gates regulate the flow of information into and out of the cell. LSTM networks are well-suited to classifying, processing and making predictions based on time series data, since there can be lags of unknown duration between important events in a time series. LSTMs were developed to deal with the vanishing gradient problem that can be encountered when training traditional RNNs. Relative insensitivity to gap length is an advantage of LSTM over RNNs, hidden Markov models and other sequence learning methods in numerous applications. (Wikipedia).
Recorded: Spring 2014 Lecturer: Dr. Erin M. Buchanan Materials: created for Memory and Cognition (PSY 422) using Smith and Kosslyn (2006) Lecture materials and assignments available at statisticsofdoom.com. https://statisticsofdoom.com/page/other-courses/
From playlist PSY 422 Memory and Cognition with Dr. B
Long-Term Memory: Boost Your Memory By Learning The 3 Secrets Used By Memory World Record Holders
There are 3 simple strategies that every single memory expert uses to improve their long-term memory. And, when you take advantage of them, you’ll be able to learn faster and remember more. In this video, I’m going to reveal the 3 memory secrets used by literally every memory champion and
From playlist Memory and Productivity Hacks
Lecture 7E : Long term short term memory
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From playlist Neural Networks for Machine Learning by Professor Geoffrey Hinton [Complete]
Memory Training Tips and Questions
In this video I answer some common memory questions. Here is website I talked about for memory training course http://blackbeltmemory.com Instagram: brainathlete
From playlist Memory Training // How to Memorize
Long Term Memory (Free Test + Examples)
Test your Memory (Free + 5 minutes): https://practicalpie.com/free-memory-test/ Learn more about long term memory, explicit and implicit memories, and certain types of amnesia: https://practicalpie.com/long-term-memory/ My whole Cognitive Psychology playlist: https://www.youtube.com/watc
From playlist Cognitive Psychology
Lecture 7.5 — Long term Short term memory [Neural Networks for Machine Learning]
For cool updates on AI research, follow me at https://twitter.com/iamvriad. Lecture from the course Neural Networks for Machine Learning, as taught by Geoffrey Hinton (University of Toronto) on Coursera in 2012. Link to the course (login required): https://class.coursera.org/neuralnets-
From playlist [Coursera] Neural Networks for Machine Learning — Geoffrey Hinton
Long Short-Term Memory (LSTM), Clearly Explained
Basic recurrent neural networks are great, because they can handle different amounts of sequential data, but even relatively small sequences of data can make them difficult to train. This is where Long Short-Term Memory (LSTM) saves the day. Long Short-Term Memory is a type of recurrent ne
From playlist StatQuest
How To Master Spaced Repetition and Improve Your Memory
https://memorycourse.brainathlete.com/memorytips/?WickedSource=Youtube&WickedID=Master-Spaced-Repitition-Improve-Memory Get my best memory training tips at the link above. It is my best memory training skills.
From playlist Memory Training // How to Memorize
Modelling Memory | Revison for Psychology A Level or IB
I want to help you achieve the grades you (and I) know you are capable of; these grades are the stepping stone to your future. Even if you don't want to study science or maths further, the grades you get now will open doors in the future. Tutoring - We can match you with an experienced t
From playlist WJEC A-Level Psychology Playlist
Psych9B. Psychology Fundamentals. Lecture 3:
UCI Psych 9B: Psych Fundamentals (Fall 2015) Lec 03. Psych Fundamentals View the complete course: http://ocw.uci.edu/courses/psych_9bpsy_beh_11b_psychology_fundamentals.html Instructor: Mark Steyvers, Ph.D. License: Creative Commons CC-BY-SA Terms of Use: http://ocw.uci.edu/info. More cou
From playlist Psych 9B: Psych Fundamentals
Recorded: Spring 2014 Lecturer: Dr. Erin M. Buchanan Materials: created for Memory and Cognition (PSY 422) using Smith and Kosslyn (2006) Lecture materials and assignments available at statisticsofdoom.com. https://statisticsofdoom.com/page/other-courses/
From playlist PSY 422 Memory and Cognition with Dr. B
Types of Memory | Revision for Psychology A-Level or IB
I want to help you achieve the grades you (and I) know you are capable of; these grades are the stepping stone to your future. Even if you don't want to study science or maths further, the grades you get now will open doors in the future. A-Level Maths Courses, FREE revision guide and wor
From playlist WJEC A-Level Psychology Playlist
Short Term Memory (Free Test + Examples)
Test your Memory (free + 5 minutes): https://practicalpie.com/free-memory-test/ Learn more about cognitive psychology, short term memory and decay theory: https://practicalpie.com/short-term-memory/ My whole Cognitive Psychology playlist: https://www.youtube.com/watch?v=jEUoQVN80Jw&list=
From playlist Cognitive Psychology
What Happens in Your Brain When You Read Code
Check out Felienne Hermans' book 📖 The Programmer's Brain | http://mng.bz/1jJ1 📖 To save 40% off this book ⭐ DISCOUNT CODE: watchhermans40 ⭐ Felienne teaches you concrete techniques rooted in cognitive science that will improve the way you learn and think about code. This video is an exce
From playlist Productivity
Learning and Memory: How it Works and When it Fails
(March 9, 2010) Frank Longo, MD, PhD, George and Lucy Becker Professor, discusses the intricacy human mind and how different types of memory and memory loss function. Stanford Mini Med School is a series arranged and directed by Stanford's School of Medicine, and presented by the Stanfo
From playlist Lecture Collection | Mini Med School
Long Short-Term Memory with PyTorch + Lightning
In this StatQuest we'll learn how to code an LSTM unit from scratch and then train it. Then we'll do the same thing with the PyTorch function nn.LSMT(). Along the way we'll learn two cool tricks that Lightning gives us that make our lives easier: 1) How to add more training epochs without
From playlist Neural Networks / Deep Learning
In this lecture, Dr Davide Bruno (Liverpool John Moores University) explores the workings of human memory, focusing in particular on: (i) the multi-store model of memory as developed by Atkinson and Shiffrin in 1968; (ii) the three components of the multi-store memory model, including the
From playlist Psychology