Search Results for author: Robert Forchheimer

Found 5 papers, 2 papers with code

A biologically interfaced evolvable organic pattern classifier

no code implementations29 Nov 2022 Jennifer Gerasimov, Deyu Tu, Vivek Hitaishi, Padinhare Cholakkal Harikesh, Chi-Yuan Yang, Tobias Abrahamsson, Meysam Rad, Mary J. Donahue, Malin Silverå Ejneby, Magnus Berggren, Robert Forchheimer, Simone Fabiano

The organic classifier is interfaced with a biological nerve using an organic electrochemical spiking neuron to translate the classifier's output to a simulated action potential.

Local Approximations, Real Interpolation and Machine Learning

no code implementations15 Jul 2022 Eric Setterqvist, Natan Kruglyak, Robert Forchheimer

We suggest a novel classification algorithm that is based on local approximations and explain its connections with Artificial Neural Networks (ANNs) and Nearest Neighbour classifiers.

BIG-bench Machine Learning

An Improved Nearest Neighbour Classifier

no code implementations27 Apr 2022 Eric Setterqvist, Natan Kruglyak, Robert Forchheimer

We illustrate WNN on the datasets MNIST and EMNIST of images of handwritten digits.

Fast Localization of Facial Landmark Points

3 code implementations26 Mar 2014 Nenad Markuš, Miroslav Frljak, Igor S. Pandžić, Jörgen Ahlberg, Robert Forchheimer

We describe a method that can accurately estimate the positions of relevant facial landmarks in real-time even on hardware with limited processing power, such as mobile devices.

Facial Landmark Detection

Object Detection with Pixel Intensity Comparisons Organized in Decision Trees

8 code implementations20 May 2013 Nenad Markuš, Miroslav Frljak, Igor S. Pandžić, Jörgen Ahlberg, Robert Forchheimer

We describe a method for visual object detection based on an ensemble of optimized decision trees organized in a cascade of rejectors.

Face Detection Object +3

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