Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker

no code implementations • 5 Dec 2023 • Sergio Davies, Andrew Gait, Andrew Rowley, Alessandro Di Nuovo

Some considerations are drawn from the results showing that, in the case of a single trained pattern, the network behaves as the ideal detector, with 100% accuracy in detecting the trained pattern.

Predicting air quality via multimodal AI and satellite imagery

no code implementations • 1 Nov 2022 • Andrew Rowley, Oktay Karakuş

Three pollutants, NO$_2$, O$_3$, and PM$_{10}$, are predicted successfully by AQNet and the network was found to be useful compared to a model only using satellite imagery.

Interoperability and Customisation of Annotation Schemata in Argo

no code implementations • LREC 2014 • Rafal Rak, Jacob Carter, Andrew Rowley, Riza Theresa Batista-Navarro, Sophia Ananiadou

Argo aids the development of custom annotation schemata and supports their interoperability by featuring a schema editor and specialised analytics for schemata alignment.

Management

Development and Analysis of NLP Pipelines in Argo

no code implementations • ACL 2013 • Rafal Rak, Andrew Rowley, Jacob Carter, Sophia Ananiadou

Dependency Parsing

Overview of the Pathway Curation (PC) task of BioNLP Shared Task 2013

no code implementations • WS 2013 • Tomoko Ohta, Sampo Pyysalo, Rafal Rak, Andrew Rowley, Hong-Woo Chun, Sung-Jae Jung, Sung-Pil Choi, Sophia Ananiadou, Jun{'}ichi Tsujii

Collaborative Development and Evaluation of Text-processing Workflows in a UIMA-supported Web-based Workbench

no code implementations • LREC 2012 • Rafal Rak, Andrew Rowley, Sophia Ananiadou

Challenges in creating comprehensive text-processing worklows include a lack of the interoperability of individual components coming from different providers and/or a requirement imposed on the end users to know programming techniques to compose such workflows.

Management