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03/03/2023
The Grossberg Code: Universal Neural Network Signatures of Perceptual Experience
Two universal functional principles of Adaptive Resonance Theory simulat...
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03/03/2023
Spatiotemporal modeling of grip forces captures proficiency in manual robot control
This paper builds on our previous work by exploiting Artificial Intellig...
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06/09/2022
Information And Control: Insights from within the brain
The neural networks of the brain are capable of learning statistical inp...
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02/25/2022
From Biological Synapses to Intelligent Robots
This review explores biologically inspired learning as a model for intel...
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12/07/2021
On Information Processing Limitations In Humans and Machines
Information theory is concerned with the study of transmission, processi...
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06/17/2021
Making Sense of Complex Sensor Data Streams
This concept paper draws from our previous research on individual grip f...
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06/03/2021
Surgical task expertise detected by a self-organizing neural network map
Individual grip force profiling of bimanual simulator task performance o...
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02/08/2021
Deep Reinforcement Learning for the Control of Robotic Manipulation: A Focussed Mini-Review
Deep learning has provided new ways of manipulating, processing and anal...
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01/16/2021
From hand to brain and back: Grip forces deliver insight into the functional plasticity of somatosensory processes
The human somatosensory cortex is intimately linked to other central bra...
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01/16/2021
Wearable Sensors for Spatio-Temporal Grip Force Profiling
Wearable biosensor technology enables real-time, convenient, and continu...
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11/12/2020
Occams Razor for Big Data? On Detecting Quality in Large Unstructured Datasets
Detecting quality in large unstructured datasets requires capacities far...
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11/12/2020
Combining visual contrast information with sound can produce faster decisions
Pierons and Chocholles seminal psychophysical work predicts that human r...
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11/12/2020
Correlating grip force signals from multiple sensors highlights prehensile control strategies in a complex task-user system
Wearable sensor systems with transmitting capabilities are currently emp...
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11/12/2020
Sensors for expert grip force profiling: towards benchmarking manual control of a robotic device for surgical tool movements
STRAS (Single access Transluminal Robotic Assistant for Surgeons) is a n...
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11/11/2020
Wearable Sensors for Individual Grip Force Profiling
Biosensors and wearable sensor systems with transmitting capabilities ar...
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11/10/2020
Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data
Cellular and molecular imaging techniques and models have been developed...
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11/08/2020
The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns
The quantization error in a fixed-size Self-Organizing Map (SOM) with un...
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07/07/2020
Children's health in the digital age
Environmental studies, metabolic research, and state of the art in neuro...
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02/14/2020
Artificial Intelligence, connected products, virtual reality: potential impacts on consumer safety in terms of their physical and psychological ability or well-being
With the progressive digitalisation of a majority of services to communi...
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06/26/2019
Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection
Radiologists use time series of medical images to monitor the progressio...
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04/30/2019
Unsupervised automatic classification of Scanning Electron Microscopy (SEM) images of CD4+ cells with varying extent of HIV virion infection
Archiving large sets of medical or cell images in digital libraries may ...
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04/14/2019
Towards expert-based speed-precision control in early simulator training for novice surgeons
Simulator training for image guided surgical interventions would benefit...
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08/26/2018
Affine Geometry, Visual Sensation, and Preference for Symmetry of Things in a Thing
Evolution and geometry generate complexity in similar ways. Evolution dr...
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08/05/2018
Principles of perceptual grouping: implications for image-guided surgery
Gestalt theory has provided perceptual science with a conceptual framewo...
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05/23/2018
Wayfinding through an unfamiliar environment
Strategies for finding one's way through an unfamiliar environment may b...
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05/21/2018
Visual spatial learning of complex object morphologies through interaction with virtual and real-world data
Conceptual design relies on extensive manipulation of morphological prop...
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03/30/2018
Seeing virtual while acting real: Visual display and strategy effects on the time and precision of eye-hand coordination
Effects of computer generated 2D and 3D views on the time and precision ...
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03/29/2018
Effects of 2D and 3D image views on hand movement trajectories in the surgeons peripersonal space in a computer controlled simulator environment
In image-guided surgical tasks, the precision and timing of hand movemen...
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03/29/2018
Getting nowhere fast: trade-off between speed and precision in training to execute image-guided hand-tool movements
Background: The speed and precision with which objects are moved by hand...
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03/29/2018
Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years
Time-series of satellite images may reveal important data about changes ...
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10/29/2017