A connectionist architecture is outlined which makes use of RAAM to generate representations for objects in inheritance networks and extended learning to make such representations context-sensitive. The architecture embodies inheritance quite differently by relying on associative similarities and regions in representational space. The model avoids many of the problems identified for traditional inheritance
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
We propose a logical language for representing networks with nonmonotonic multiple inheritance. The ...
In Representations without Rules, Connectionism and the Syntactic Argument , Kenneth Aizawa argues ...
This paper describes a connectionist system for representing and reasoning with multiple inheritance...
The Recursive Auto-Associative Memory (RAAM) has come to dominate connectionist investigations into ...
The Recursive Auto-Associative Memory (RAAM) has come to dominate connectionist investigations into ...
Representation poses important challenges to connectionism. The ability to structurally compose repr...
Inheritance networks are not expressive enough to capture all intuitions behind inheritance. Hence, ...
Even though much work has gone into explicating the semantics of inheritance networks, no consensus ...
A long-standing difficulty for connectionist modeling has been how to represent variable-sized recur...
A long-standing difficulty for connectionist modeling has been how to represent variable-sized recur...
SIGLEAvailable from British Library Document Supply Centre-DSC:DXN016350 / BLDSC - British Library D...
A technique is described that permits the on-line construction and dynamic modification of parse tre...
Learning is currently the focus of much research activity in cognitive science. But, typically, thi...
Artificial intelligence is a broad research area and there are many different reasons why it is inte...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
We propose a logical language for representing networks with nonmonotonic multiple inheritance. The ...
In Representations without Rules, Connectionism and the Syntactic Argument , Kenneth Aizawa argues ...
This paper describes a connectionist system for representing and reasoning with multiple inheritance...
The Recursive Auto-Associative Memory (RAAM) has come to dominate connectionist investigations into ...
The Recursive Auto-Associative Memory (RAAM) has come to dominate connectionist investigations into ...
Representation poses important challenges to connectionism. The ability to structurally compose repr...
Inheritance networks are not expressive enough to capture all intuitions behind inheritance. Hence, ...
Even though much work has gone into explicating the semantics of inheritance networks, no consensus ...
A long-standing difficulty for connectionist modeling has been how to represent variable-sized recur...
A long-standing difficulty for connectionist modeling has been how to represent variable-sized recur...
SIGLEAvailable from British Library Document Supply Centre-DSC:DXN016350 / BLDSC - British Library D...
A technique is described that permits the on-line construction and dynamic modification of parse tre...
Learning is currently the focus of much research activity in cognitive science. But, typically, thi...
Artificial intelligence is a broad research area and there are many different reasons why it is inte...
The emphasis in the connectionist sentence-processing literature on distributed representation and e...
We propose a logical language for representing networks with nonmonotonic multiple inheritance. The ...
In Representations without Rules, Connectionism and the Syntactic Argument , Kenneth Aizawa argues ...