Memory as Prediction
Title | Memory as Prediction PDF eBook |
Author | Tomaso Vecchi |
Publisher | MIT Press |
Total Pages | 211 |
Release | 2020-11-24 |
Genre | Psychology |
ISBN | 0262361221 |
Theoretical reflections and analytical observations on memory and prediction, linking these concepts to the role of the cerebellum in higher cognition. What is memory? What is memory for? Where is memory in the brain? Although memory is probably the most studied function in cognition, these fundamental questions remain challenging. We can try to answer the question of memory's purpose by defining the function of memory as remembering the past. And yet this definition is not consistent with the many errors that characterize our memory, or with the phylogenetic and ontogenetic origin of memory. In this book, Tomaso Vecchi and Daniele Gatti argue that the purpose of memory is not to remember the past but to predict the future.
Memory as Prediction
Title | Memory as Prediction PDF eBook |
Author | Tomaso Vecchi |
Publisher | |
Total Pages | |
Release | 2020 |
Genre | Forecasting |
ISBN | 9780262361217 |
"An argument to view memory as predicting the future, rather than merely archiving the past. Based on experimental evidence from psychology and neuroscience"--
Memory as Prediction
Title | Memory as Prediction PDF eBook |
Author | Tomaso Vecchi |
Publisher | MIT Press |
Total Pages | 211 |
Release | 2020-11-24 |
Genre | Psychology |
ISBN | 0262044757 |
Theoretical reflections on memory and prediction, linking these concepts to the role of the cerebellum in higher cognition. What is memory? What is memory for? Where is memory in the brain? Although memory is probably the most studied function in cognition, these fundamental questions remain challenging. We can try to answer the question of memory's purpose by defining the function of memory as remembering the past. And yet this definition is not consistent with the many errors that characterize our memory, or with the phylogenetic and ontogenetic origin of memory. In this book, Tomaso Vecchi and Daniele Gatti argue that the purpose of memory is not to remember the past but to predict the future. Vecchi and Gatti link memory and prediction to the role of the cerebellum in higher cognition, relying on recent empirical data to support theoretical reflections. They propose a new model of memory functions that comprises a system devoted to prediction, based in the cerebellum and mediated by the hippocampus, and a parallel system with a major role for cortical structures and mediated by the amygdala. Although memory is often conceived as a kind of storehouse, this storehouse is constantly changing, integrating new information in a continual process of modification. In order to explain these characteristics, Vecchi and Gatti argue, we must change our interpretation of the nature and functions of the memory system.
Long Short-Term Memory Networks With Python
Title | Long Short-Term Memory Networks With Python PDF eBook |
Author | Jason Brownlee |
Publisher | Machine Learning Mastery |
Total Pages | 245 |
Release | 2017-07-20 |
Genre | Computers |
ISBN |
The Long Short-Term Memory network, or LSTM for short, is a type of recurrent neural network that achieves state-of-the-art results on challenging prediction problems. In this laser-focused Ebook, finally cut through the math, research papers and patchwork descriptions about LSTMs. Using clear explanations, standard Python libraries and step-by-step tutorial lessons you will discover what LSTMs are, and how to develop a suite of LSTM models to get the most out of the method on your sequence prediction problems.
On Intelligence
Title | On Intelligence PDF eBook |
Author | Jeff Hawkins |
Publisher | Macmillan |
Total Pages | 276 |
Release | 2007-04-01 |
Genre | Computers |
ISBN | 1429900458 |
From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has reshaped our relationship to computers. Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself. Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines. The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness. In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways. Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.
Frequency in Language
Title | Frequency in Language PDF eBook |
Author | Dagmar Divjak |
Publisher | Cambridge University Press |
Total Pages | 343 |
Release | 2019-10-10 |
Genre | Language Arts & Disciplines |
ISBN | 1107085756 |
Re-examines frequency, entrenchment and salience, three foundational concepts in usage-based linguistics, through the prism of learning, memory, and attention.
The Mind
Title | The Mind PDF eBook |
Author | E. Bruce Goldstein |
Publisher | MIT Press |
Total Pages | 247 |
Release | 2020-09-01 |
Genre | Science |
ISBN | 0262358778 |
An accessible and engaging account of the mind and its connection to the brain. The mind encompasses everything we experience, and these experiences are created by the brain--often without our awareness. Experience is private; we can't know the minds of others. But we also don't know what is happening in our own minds. In this book, E. Bruce Goldstein offers an accessible and engaging account of the mind and its connection to the brain. He takes as his starting point two central questions--what is the mind? and what is consciousness?--and leads readers through topics that range from conceptions of the mind in popular culture to the wiring system of the brain. Throughout, he draws on the latest research, explaining its significance and relevance.