activity
20202023
most citedOccams Razor for Big Data? On Detecting Quality in Large Unstructured Datasets

22 citations · 48 across the 6 of their papers we have counts for

collaborators

6 papers

q-bio.NC20236 cited

The Grossberg Code: Universal Neural Network Signatures of Perceptual Experience

Birgitta Dresp-Langley

Two universal functional principles of Adaptive Resonance Theory simulate the brain code of all biological learning and adaptive intelligence. Low level representations of multisen…

cs.RO202310 cited

Spatiotemporal modeling of grip forces captures proficiency in manual robot control

Rongrong Liu, John M. Wandeto, Florent Nageotte +3

This paper builds on our previous work by exploiting Artificial Intelligence to predict individual grip force variability in manual robot control. Grip forces were recorded from va…

q-bio.NC20221 cited

Brain representation of perceptual stimuli at different levels of awareness

Birgitta Dresp-Langley

This article questions the widespread assumption that there are brain representations that will always remain unconscious in the sense of being inaccessible to individual awareness…

cs.CY2021

On Information Processing Limitations In Humans and Machines

Birgitta Dresp-Langley

Information theory is concerned with the study of transmission, processing, extraction, and utilization of information. In its most abstract form, information is conceived as a mea…

q-bio.QM20219 cited

Unsupervised classification of cell imaging data using the quantization error in a Self Organizing Map

Birgitta Dresp-Langley, JM Wandeto

This study exploits previously demonstrated properties such as sensitivity to the spatial extent and the intensity of local image contrast of the quantization error in the output o…

cs.DB202022 cited

Occams Razor for Big Data? On Detecting Quality in Large Unstructured Datasets

Birgitta Dresp-Langley, Ole Kristian Ekseth, Jan Fesl +3

Detecting quality in large unstructured datasets requires capacities far beyond the limits of human perception and communicability and, as a result, there is an emerging trend towa…