Proceedings of the 1988 Connectionist Models Summer School

Representation and Structure in Connectionist Models

Abstract : This paper focuses on the nature of representations in connectionist models. It addresses two issues: Can connectionist models develop representations which possess i...

On the Proper Treatment of Connectionism

Finding Structure in Time

Time underlies many interesting human behaviors. Thus, the question of how to represent time in connectionist models is very important. One approach is to represent time implici...

Parallel Distributed Processing

What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human min...

Non-local Neural Networks

Both convolutional and recurrent operations are building blocks that process one local neighborhood at a time. In this paper, we present non-local operations as a generic family...