Neural network processing element incorporating compute and local memory elements
A Baum, O Danon, H Zeitlin, D Ciubotariu… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A novel and useful neural network (NN) processing core adapted to
implement artificial neural networks (ANNs) and incorporating processing circuits having …
implement artificial neural networks (ANNs) and incorporating processing circuits having …
System and method of memory access of multi-dimensional data
A Baum, O Danon - US Patent 11,461,615, 2022 - Google Patents
A novel and useful system and method of accessing multi-dimensional data in memory. The
invention is applicable to neural network (NN) processing engines adapted to implement …
invention is applicable to neural network (NN) processing engines adapted to implement …
Neural network processor incorporating inter-device connectivity
A Baum, O Danon, H Zeitlin, D Ciubotariu… - US Patent …, 2023 - Google Patents
US11675693B2 - Neural network processor incorporating inter-device connectivity - Google
Patents US11675693B2 - Neural network processor incorporating inter-device connectivity …
Patents US11675693B2 - Neural network processor incorporating inter-device connectivity …
Data driven quantization optimization of weights and input data in an artificial neural network
A Baum, O Danon, D Ciubotariu, M Grobman… - US Patent …, 2022 - Google Patents
A novel and useful system and method of data driven quantization optimization of weights
and input data in an artificial neural network (ANN). The system reduces quantization …
and input data in an artificial neural network (ANN). The system reduces quantization …
Neural network processor incorporating multi-level hierarchical aggregated computing and memory elements
A Baum, O Danon, H Zeitlin, D Ciubotariu… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A novel and useful neural network (NN) processing core adapted to
implement artificial neural networks (ANNs). The NN processor is constructed from self …
implement artificial neural networks (ANNs). The NN processor is constructed from self …
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 …
System and method for augmenting an existing artificial neural network
A Baum, O Danon - US Patent 11,238,331, 2022 - Google Patents
(57) ABSTRACT A novel and useful augmented artificial neural network (ANN) incorporating
an existing artificial neural network (ANN) coupled to a supplemental ANN and a first-in first …
an existing artificial neural network (ANN) coupled to a supplemental ANN and a first-in first …
Structured weight based sparsity in an artificial neural network compiler
A Baum, O Danon, D Chibotero - US Patent 11,615,297, 2023 - Google Patents
(57) ABSTRACT A novel and useful system and method of improved power performance
and lowered memory requirements for an artificial neural network based on packing memory …
and lowered memory requirements for an artificial neural network based on packing memory …
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 …