CONNEXIONISM Meaning and
Definition
-
Connectionism, also known as "connexionism," is a theoretical approach in psychology, cognitive science, and artificial intelligence that seeks to understand human cognition and behavior through the study of interconnected networks. It is based on the premise that complex mental processes can be explained by analyzing the interactions between simple processing units, also known as nodes or artificial neurons.
In connectionism, cognition is viewed as emerging from the collective activation and communication among these interconnected nodes. These nodes process and transmit information via weighted connections, and the strength of these connections determines the influence each node has on others in the network. Through the continuous adjustment of connection weights, the network learns and develops its ability to perform certain tasks, akin to learning and adaptation in biological neural networks.
One key aspect of connectionism is its emphasis on parallel distributed processing, where multiple nodes operate simultaneously on inputs and produce parallel outputs. This stands in contrast to traditional symbolic approaches that rely on serial processing of discrete symbols or rules. Connectionist models often rely on machine learning algorithms, such as neural networks, to simulate these processes.
Connectionism has been influential in various areas of research, including cognitive psychology, language acquisition, memory, perception, and problem-solving. Its proponents argue that connectionist models provide a more realistic and biologically grounded understanding of human cognition, as they mirror the distributed and subtle nature of the brain's functioning. However, connectionist models are not without criticism and ongoing debates within the scientific community.
Common Misspellings for CONNEXIONISM
- xonnexionism
- vonnexionism
- fonnexionism
- donnexionism
- cinnexionism
- cknnexionism
- clnnexionism
- cpnnexionism
- c0nnexionism
- c9nnexionism
- cobnexionism
- comnexionism
- cojnexionism
- cohnexionism
- conbexionism
- conmexionism
- conjexionism
- conhexionism
- connwxionism
- connsxionism
Etymology of CONNEXIONISM
The word "connexionism" is derived from the term "connectionism", which is the standard spelling in American English. However, "connexionism" is an alternate spelling used in British English.
The term "connectionism" is composed of two elements - "connection" and "-ism".
- "Connection" refers to the act of connecting or linking different elements or entities. In the context of connectionism, it signifies the interconnection of individual processing units (neurons or artificial computational elements) within a network.
- "-ism" is a suffix used to form nouns denoting a system, theory, or ideology. It implies a belief or adherence to a particular doctrine or approach.
Overall, "connexionism" or "connectionism" refers to a theoretical framework or approach that emphasizes the interconnectedness of cognitive processes and the idea that complex phenomena can be understood by simulating neural networks.
Infographic
Add the infographic to your website:
