LSTM: Long short-term memory

Concept and definition

LSTM: Long short-term memory

What is LSTM: Long short-term memory?

LSTM (Long short-term memory) is a type of recurrent neural network (RNN) used in deep learning to process and predict sequences of data. The LSTM was designed to address the problem of gradient fading in traditional recurrent neural networks, which occurs when error is backpropagated through multiple layers and important information is lost in the process. The LSTM uses a gated cell structure that allows the network to control the amount of information that is stored and forgotten at each time step, making it particularly suitable for processing long-term sequences of data. LSTMs have been successfully used in a wide variety of deep learning applications, such as natural language processing, speech recognition, text generation and time series prediction.

« Back to glossary

Do you want to get in touch?

CDRs contain data that a telecommunications company collects about phone calls, such as time and length of call. This data can be used in analytical applications.
Fill the form
Share:
Sales KPIs. What they are and which are the best

Achieving business goals and tracking success is an important aspect of improving any business. In sales, measuring the progress of [...]

Read More »
How Gamco revolutionized credit risk management for Bankia

In the dynamic financial world, optimizing the return on available assets is essential to the success of any lender. Gam [...]

Read More »
What is Buy Now Pay Later (BNPL) and how does it benefit your online business?

The banking sector has undergone considerable transformations over the past 10 years. Especially as banking has become more integrated and [...]

Read More »
12 Sectors with the greatest potential for entrepreneurship

Business opportunities are everywhere and many times we do not know which are the sectors with the greatest potential for entrepreneurship.

Read More »
See more entries
© Gamco 2021, All Rights Reserved - Legal notice - Privacy - Cookies