
Online Representation Learning with Multilayer Hebbian Networks for Image Classification Tasks
Unsupervised learning permits the development of algorithms that are abl...
read it

Shortterm plasticity as causeeffect hypothesis testing in distal reward learning
Asynchrony, overlaps and delays in sensorymotor signals introduce ambig...
read it

A Fuzzy Directional Distance Measure
The measure of distance between two fuzzy sets is a fundamental tool wit...
read it

Bayesian Learning of Random Graphs & Correlation Structure of Multivariate Data, with Distance between Graphs
We present a method for the simultaneous Bayesian learning of the correl...
read it

Content Placement in CacheEnabled Sub6 GHz and MillimeterWave Multiantenna Dense Small Cell Networks
This paper studies the performance of cacheenabled dense small cell net...
read it

Selfhealing Routing and Other Problems in Compact Memory
This paper looks at the question of designing distributed algorithms for...
read it

Deep Bayesian Supervised Learning given Hypercuboidallyshaped, Discontinuous Data, using Compound TensorVariate & ScalarVariate Gaussian Processes
We undertake learning of the highdimensional functional relationship be...
read it

Alignmentfree sequence comparison using absent words
Sequence comparison is a prerequisite to virtually all comparative genom...
read it

A Fully Convolutional TwoStream Fusion Network for Interactive Image Segmentation
In this paper, we propose a novel fully convolutional twostream fusion ...
read it

Learning in the Absence of Training Data  a Galactic Application
There are multiple realworld problems in which training data is unavail...
read it

A Deep Learning Framework for Optimization of MISO Downlink Beamforming
Beamforming is an effective means to improve the quality of the received...
read it

Graph and String Parameters: Connections Between Pathwidth, Cutwidth and the Locality Number
We investigate the locality number, a recently introduced structural par...
read it

Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture
This paper introduces the modulated Hebbian plus Q network architecture ...
read it

Approximate policy iteration using neural networks for storage problems
We consider the stochastic single node energy storage problem (SNES) and...
read it

Specific Absorption RateAware Beamforming in MISO Downlink SWIPT Systems
This paper investigates the optimal transmit beamforming design of simul...
read it

Deep Learning Enabled Optimization of Downlink Beamforming Under PerAntenna Power Constraints: Algorithms and Experimental Demonstration
This paper studies fast downlink beamforming algorithms using deep learn...
read it

Scalar Product Lattice Computation for Efficient Privacypreserving Systems
Privacypreserving applications allow users to perform online daily act...
read it

Signature features with the visibility transformation
The signature in rough path theory provides a graduated summary of a pat...
read it

Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems
Rapid online adaptation to changing tasks is an important problem in mac...
read it
Loughborough University
22861 Loughborough University is a public research university in the market town of Loughborough, Leicestershire, in the East Midlands of England.