LSM是一种使用脉冲神经网络(SNN)的储层计算机(Reservoir computer),属于RNN的一种。 LSM由大量单神经元...
Liquid State Machine (LSM) is one of spiking neural network (SNN) containing recurrent connections in the reservoir. Nowadays, LSM is widely deployed on a variety of neuromorphic platforms to deal with vision and audio tasks. These platforms adopt Network-on-Chips (NoC) architecture for multi-...
liquid state machine分享到: 液体状态机分类: 科技 | 查看相关文献(pubmed) | 免费全文文献 详细解释: 液态状态机 (LSM) 是一种使用时间神经元进行计算的方法,与标准人工神经网络不同,它可用于直接对固有时间数据进行分类。 它也被提出作为某些大脑功能的自然模型。以下为句子列表:...
(2003). LSM is a new form of computing machine capable of universal computation in functional spaces. The model conceptually distinguishes two components of the computing machine: a linear or non-linear dynamical system called the liquid, and a readout component (Fig. 1). The liquid state is...
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. . . . 36 4 LSM Software Implementations 39 4.1 Time steps or event-based . . . . . . . . . . . . . . . . . . . . . . . 39 4.2 C♯ implementation . . . . . . . . . . . . . . . . . . . . . . . . . . . 41 4.3 Matlab Learning-Tool . . . ...
Liquid State Machine (LSM) The Liquid State Machine (LSM) (Maass et. al. 2002) is a computational model which uses the high-dimensional, complex dynamics of recurrent neural circuits to conduct memory-dependent readout operations on continuous input streams. ...
A Liquid State Machine (LSM) is trained to model the stochastic behavior of a cockroach exploring an unknown environment. The LSM is a recurrent neural network of leaky-integrate-and-fire neurons interconnected by synapses with intrinsic dynamics and outputs to an Artificial Neural Network (ANN)....
liquid state machineparallel processingspeech recognitionspiking neural networksThe Liquid State Machine (LSM) is a recently developed computational model with interesting properties. It can be used for pattern classification, function approximation and other complex tasks. Co...David Verstraeten...
Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visualizing the machine in operation. - kghose/Liquid