Event driven bio-inspired attentive system for the iCub humanoid robot on SpiNNaker G D’Angelo, A Perrett, M Iacono, S Furber, C Bartolozzi Neuromorphic Computing and Engineering 2 (2), 024008, 2022 | 14 | 2022 |
Online learning in SNNs with e-prop and Neuromorphic Hardware A Perrett, S Summerton, A Gait, O Rhodes Neuro-Inspired Computational Elements Conference, 32-39, 2022 | 7 | 2022 |
Learning in neural networks PA Bogdan, GP García, M Hopkins, E Jones, JC Knight, A Perrett SpiNNaker: a spiking neural network architecture, 209-265, 2020 | 2 | 2020 |
Error Driven Synapse Augmented Neurogenesis AW Perrett, SB Furber, O Rhodes Frontiers in Artificial Intelligence, 246, 0 | 1 | |
Emergent Explainability: Adding a causal chain to neural network inference A Perrett arXiv preprint arXiv:2401.15840, 2024 | | 2024 |
A max-affine spline approximation of neural networks using the Legendre transform of a convex-concave representation A Perrett, D Wood, G Brown https://arxiv.org/abs/2307.09602, 2023 | | 2023 |
Biologically inspired neural computation AW Perrett PQDT-UK & Ireland, 2022 | | 2022 |
Error driven synapse augmented neurogenesis A Perrett, SB Furber, O Rhodes | | |
7. Learning in Neural Networks P Bogdan, GP García, M Hopkins, E Jones, J Knight, A Perrett | | |