Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platforms

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

(2021) Shiming Li et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Brian 2, an intuitive and efficient neural simulator

(2019) Marcel Stimberg et al.   eLife

Mapping Spiking Neural Networks to Neuromorphic Hardware

(2019) Adarsha Balaji et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

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

A Game Approach to Multi-servers Load Balancing with Load-Dependent Server Availability Consideration

(2018) Chubo Liu et al.   IEEE Transactions on Cloud Computing

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

Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades

(2015) Garrick Orchard et al.   Frontiers in Neuroscience

SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation

(2013) Eustace Painkras et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

A hierarchical reliability-driven scheduling algorithm in grid systems

(2012) Xiaoyong Tang et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Effects of synaptic connectivity on liquid state machine performance

(2012) Han Ju et al.   NEURAL NETWORKS

Topological constraints and robustness in liquid state machines

(2011) Hananel Hazan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Pruning and regularization in reservoir computing

(2009) X. Dutoit et al.   NEUROCOMPUTING

A 128$\times$128 120 dB 15 $\mu$s Latency Asynchronous Temporal Contrast Vision Sensor

(2008) Patrick Lichtsteiner et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS