✦ LIBER ✦

A neural network model for cognitive activity

✍ Scribed by Thomas J. Nelson

Publisher: Springer-Verlag
Year: 1983
Tongue: English
Weight: 970 KB
Volume: 49
Category: Article
ISSN: 0340-1200
DOI: 10.1007/bf00320388

No coin nor oath required. For personal study only.

✦ Synopsis

A consideration of the storage of information as an energized neuronal state leads to the development of a new type of neural network model which is capable of pattern recognition, concept formation and recognition of patterns of events in time. The network consists of several layers of cells, each cell representing by connections from the lower levels some combination of features or concepts. Information travels toward higher layers by such connections during an association phase, and then reverses during a recognition phase, where higher-order concepts can redirect the flow to more appropriate elements, revising the perception of the environment. This permits a more efficient method of distinguishing closely-related patterns and also permits the formation of negative associations, which is a likely requirement for formation of "abstract" concepts.

📜 SIMILAR VOLUMES

Purposive behavior and cognitive mapping

Purposive behavior and cognitive mapping: a neural network model

✍ N. A. Schmajuk; A. D. Thieme 📂 Article 📅 1992 🏛 Springer-Verlag 🌐 English ⚖ 987 KB

This study presents a real-time, biologically plausible neural network approach to purposive behavior and cognitive mapping. The system is composed of (a) an action system, consisting of a goal-seeking neural mechanism controlled by a motivational system; and (b) a cognitive system, involving a neur

Modeling cognitive and emotional process

Modeling cognitive and emotional processes: A novel neural network architecture

✍ Adnan Khashman 📂 Article 📅 2010 🏛 Elsevier Science 🌐 English ⚖ 615 KB

In our continuous attempts to model natural intelligence and emotions in machine learning, many research works emerge with different methods that are often driven by engineering concerns and have the common goal of modeling human perception in machines. This paper aims to go further in that directio

A hierarchical neural network model for

A hierarchical neural network model for associative memory

✍ Kunihiko Fukushima 📂 Article 📅 1984 🏛 Springer-Verlag 🌐 English ⚖ 892 KB

A neural network model predictive contro

A neural network model predictive controller

✍ Bernt M. Åkesson; Hannu T. Toivonen 📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 302 KB

A probabilistic model for evaluation of

A probabilistic model for evaluation of neural network classifiers

✍ M.T. Musavi; K.H. Chan; D.M. Hummels; K. Kalantri; W. Ahmed 📂 Article 📅 1992 🏛 Elsevier Science 🌐 English ⚖ 842 KB

A neural network model for the wire bond

A neural network model for the wire bonding process

✍ Qiwen Wang; Xiaoyun Sun; Bruce L. Golden; Lenore Desilets; Edward A. wasil; Scot 📂 Article 📅 1993 🏛 Elsevier Science 🌐 English ⚖ 899 KB