Implementing a neural network algorithm on a neurosynaptic substrate based on metadata associated with the neural network algorithm
One embodiment of the invention provides a system for mapping a neural network onto a
neurosynaptic substrate. The system comprises a metadata analysis unit for analyzing …
neurosynaptic substrate. The system comprises a metadata analysis unit for analyzing …
Implementing a neural network algorithm on a neurosynaptic substrate based on criteria related to the neurosynaptic substrate
One embodiment of the invention provides a system for mapping a neural network onto a
neurosynaptic substrate. The system comprises a reordering unit for reordering at least one …
neurosynaptic substrate. The system comprises a reordering unit for reordering at least one …
Extracting salient features from video using a neurosynaptic system
A Andreopoulos, SK Esser, DS Modha - US Patent 9,355,331, 2016 - Google Patents
Embodiments of the invention provide a method of visual saliency estimation comprising
receiving an input sequence of image frames. Each image frame has one or more channels …
receiving an input sequence of image frames. Each image frame has one or more channels …
Compositional prototypes for scalable neurosynaptic networks
Embodiments of the invention provide a method comprising maintaining a library of one or
more compositional prototypes. Each compositional prototype is associated with a …
more compositional prototypes. Each compositional prototype is associated with a …
Networks for distributing parameters and data to neural network compute cores
Networks for distributing parameters and data to neural network compute cores. In various
embodiments, a neural inference chip comprises a plurality of neural cores and at least one …
embodiments, a neural inference chip comprises a plurality of neural cores and at least one …
Extracting salient features from video using a neurosynaptic system
A Andreopoulos, SK Esser, DS Modha - US Patent 9,922,266, 2018 - Google Patents
Embodiments of the invention provide a method of visual saliency estimation comprising
receiving an input sequence of image frames. Each image frame has one or more channels …
receiving an input sequence of image frames. Each image frame has one or more channels …
Classifying features using a neurosynaptic system
R Appuswamy, SK Esser, DS Modha - US Patent 11,138,495, 2021 - Google Patents
Embodiments of the invention provide a method comprising receiving a set of features
extracted from input data, training a linear classifier based on the set of features extracted …
extracted from input data, training a linear classifier based on the set of features extracted …
Extracting motion saliency features from video using a neurosynaptic system
A Andreopoulos, SK Esser, DS Modha - US Patent 10,528,843, 2020 - Google Patents
Embodiments of the invention provide a method of visual saliency estimation comprising
receiving an input video of image frames. Each image frame has one or more channels, and …
receiving an input video of image frames. Each image frame has one or more channels, and …
Neuromorphic architecture for feature learning using a spiking neural network
SA Wozniak, A Pantazi - US Patent 11,080,592, 2021 - Google Patents
A neuromorphic architecture for a spiking neural network comprising a plurality of spiking
neurons, each with a plurality of synapses and corresponding synaptic weights, the …
neurons, each with a plurality of synapses and corresponding synaptic weights, the …
Scene understanding using a neurosynaptic system
Embodiments of the invention provide a method for scene understanding based on a
sequence of image frames. The method comprises converting each pixel of each image …
sequence of image frames. The method comprises converting each pixel of each image …