Search Results for author: Jeff Orchard

Found 5 papers, 0 papers with code

Hyperdimensional Computing with Spiking-Phasor Neurons

no code implementations28 Feb 2023 Jeff Orchard, Russell Jarvis

Vector Symbolic Architectures (VSAs) are a powerful framework for representing compositional reasoning.

Making Predictive Coding Networks Generative

no code implementations26 Oct 2019 Jeff Orchard, Wei Sun

This paper studies this phenomenon, and proposes a simple solution that promotes the generation of input samples that resemble the training inputs.

A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming

no code implementations6 Apr 2019 Aftab Anjum, Fengyang Sun, Lin Wang, Jeff Orchard

Neuro-encoded expression programming(NEEP) that aims to offer a novel continuous representation of combinatorial encoding for genetic programming methods is proposed in this paper.

Evolutionary Algorithms regression +1

Style Memory: Making a Classifier Network Generative

no code implementations ICLR 2018 Rey Wiyatno, Jeff Orchard

We introduce a network that has the capacity to do both classification and reconstruction by adding a "style memory" to the output layer of the network.

Classification General Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.