A multi-objective LSM/NoC architecture co-design framework

A Neural Architecture Search based Framework for Liquid State Machine Design

(2021) Shuo Tian et al.   NEUROCOMPUTING

Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines

(2019) Parami Wijesinghe et al.   Frontiers in Neuroscience

Brian 2, an intuitive and efficient neural simulator

(2019) Marcel Stimberg et al.   eLife

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

A Scalable Multicore Architecture With Heterogeneous Memory Structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs)

(2018) Saber Moradi et al.   IEEE Transactions on Biomedical Circuits and Systems

On the application of reservoir computing networks for noisy image recognition

(2018) Azarakhsh Jalalvand et al.   NEUROCOMPUTING

TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip

(2015) Filipp Akopyan et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

(2015) Peter U. Diehl et al.   Frontiers in Computational Neuroscience

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades

(2015) Garrick Orchard et al.   Frontiers in Neuroscience

Overview of the SpiNNaker System Architecture

(2012) Steve B. Furber et al.   IEEE TRANSACTIONS ON COMPUTERS

Effects of synaptic connectivity on liquid state machine performance

(2012) Han Ju et al.   NEURAL NETWORKS