LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks
with TTFS CodingIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2023 |
A Novel Implementation Methodology for Error Correction Codes on a
Neuromorphic ArchitectureIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2023 |
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural
NetworksNeural Information Processing Systems (NeurIPS), 2022 |
Construction of a spike-based memory using neural-like logic gates based
on Spiking Neural Networks on SpiNNakerIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2022 A. Ayuso-Martinez Daniel Casanueva-Morato Juan P. Dominguez-Morales Angel Jimenez-Fernandez Gabriel Jimenez-Moreno |
RANC: Reconfigurable Architecture for Neuromorphic ComputingIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020 |
Comprehensive SNN Compression Using ADMM Optimization and Activity
RegularizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 |
Sequence to Sequence Learning with Neural NetworksNeural Information Processing Systems (NeurIPS), 2014 |
Efficient Estimation of Word Representations in Vector SpaceInternational Conference on Learning Representations (ICLR), 2013 |
Natural Language Processing (almost) from ScratchJournal of machine learning research (JMLR), 2011 |