2 papers
cs.CL2018
Convolutional neural network compression for natural language processing
Krzysztof Wróbel, Marcin Pietroń, Maciej Wielgosz +2
Convolutional neural networks are modern models that are very efficient in many classification tasks. They were originally created for image processing purposes. Then some trials w…
cs.AI2016
Formal analysis of HTM Spatial Pooler performance under predefined operation conditions
M. Pietron, M. Wielgosz, K. Wiatr
This paper introduces mathematical formalism for Spatial (SP) of Hierarchical Temporal Memory (HTM) with a spacial consideration for its hardware implementation. Performance of HTM…