activity
20122018
most citedEvolution of Plastic Learning in Spiking Networks via Memristive Connections

74 citations · 111 across the 8 of their papers we have counts for

collaborators

8 papers

cs.ET2018

Spiking memristor logic gates are a type of time-variant perceptron

Ella M. Gale

Memristors are low-power memory-holding resistors thought to be useful for neuromophic computing, which can compute via spike-interactions mediated through the device's short-term…

physics.chem-ph2017

Self-assembled monolayer molecule dynamics are perturbed by surface- and surrounding monolayer-derived geometrical confinement

Ella M Gale

The surface a thin-film is attached to and the surrounding monolayer causes geometrical confinement of a interrogated molecule; we look at the base case of a SC in a S…

cs.NE201526 cited

Evolving Spiking Networks with Variable Resistive Memories

Gerard David Howard, Larry Bull, Ben de Lacy Costello +2

Neuromorphic computing is a brainlike information processing paradigm that requires adaptive learning mechanisms. A spiking neuro-evolutionary system is used for this purpose; plas…

cs.NE20131 cited

Comparison of Ant-Inspired Gatherer Allocation Approaches using Memristor-Based Environmental Models

Ella Gale, Ben de Lacy Costello, Andrew Adamatzky

Memristors are used to compare three gathering techniques in an already-mapped environment where resource locations are known. The All Site model, which apportions gatherers based…

cs.ET20133 cited

Beyond Markov Chains, Towards Adaptive Memristor Network-based Music Generation

Ella Gale, Oliver Matthews, Ben de Lacy Costello +1

We undertook a study of the use of a memristor network for music generation, making use of the memristor's memory to go beyond the Markov hypothesis. Seed transition matrices are c…

cs.ET201274 cited

Evolution of Plastic Learning in Spiking Networks via Memristive Connections

Gerard Howard, Ella Gale, Larry Bull +2

This article presents a spiking neuroevolutionary system which implements memristors as plastic connections, i.e. whose weights can vary during a trial. The evolutionary design pro…