Concepts as semantic pointers: A framework and computational model
The reconciliation of theories of concepts based on prototypes, exemplars, and theory‐like
structures is a longstanding problem in cognitive science. In response to this problem …
structures is a longstanding problem in cognitive science. In response to this problem …
Biologically plausible, human‐scale knowledge representation
E Crawford, M Gingerich, C Eliasmith - Cognitive science, 2016 - Wiley Online Library
Several approaches to implementing symbol‐like representations in neurally plausible
models have been proposed. These approaches include binding through synchrony (Shastri …
models have been proposed. These approaches include binding through synchrony (Shastri …
Configuring sparse neuronal networks
A method for selecting a reduced number of model neurons in a neural network includes
generating a first sparse set of non-zero decoding vectors. Each of the decoding vector is …
generating a first sparse set of non-zero decoding vectors. Each of the decoding vector is …
Biologically inspired methods in speech recognition and synthesis: closing the loop
T Bekolay - 2016 - uwspace.uwaterloo.ca
Current state-of-the-art approaches to computational speech recognition and synthesis are
based on statistical analyses of extremely large data sets. It is currently unknown how these …
based on statistical analyses of extremely large data sets. It is currently unknown how these …
A spiking neural model of episodic memory encoding and replay in hippocampus
O Trujillo - 2014 - uwspace.uwaterloo.ca
As we experience life, we are constantly creating new memories, and the hippocampus
plays an important role in the formation and recall of these episodic memories. This thesis …
plays an important role in the formation and recall of these episodic memories. This thesis …
Convolution and modal representations in Thagard and Stewart's neural theory of creativity: a critical analysis
JF de Pasquale, P Poirier - Synthese, 2016 - Springer
Abstract According to Thagard and Stewart (Cogn Sci 35 (1): 1–33, 2011), creativity results
from the combination of neural representations (an idea which Thagard calls 'the …
from the combination of neural representations (an idea which Thagard calls 'the …
Configuring sparse neuronal networks
Certain aspects of the present disclosure generally relate to neural system engineering and,
more particularly, to systems and methods for operating a neural network with a reduced …
more particularly, to systems and methods for operating a neural network with a reduced …
[引用][C] Penultimate draft. Do not quote. This paper has been published in Synthese, 193 (5), 1535
JF de Pasquale, P Poirier