Apparatus and methods for high-level neuromorphic network description (HLND) framework
that may be configured to enable users to define neuromorphic network architectures using …

6,014,653 6.458, 157 6,545,705 6,545,708 6,546,291 6,581,046 7,536,374 7,849,030
8,015,130 8, 103,602 8,315,305 8.467, 623 8,712,939 8,712,941 8,719,199 8,725,658 …

Event-based updates in artificial neuron networks may be implemented. An internal event
may be defined in order to update incoming connections of a neuron. The internal event may …

Primary Examiner—Eric Nilsson (74) Attorney, Agent, or Firm—Seyfarth Shaw LLP (57)
ABSTRACT Apparatus and methods for high-level neuromorphic net work description …

Efficient updates of connections in artificial neuron networks may be implemented. A
framework may be used to describe the connections using a linear synaptic dynamic …

A simple format is disclosed and referred to as Elementary Network Description (END). The
format can fully describe a large-scale neuronal model and embodiments of software or …

Embodiments of the invention provide neuromorphic-synaptronic systems, including
neuromorphic-synaptronic circuits implementing spiking neural network with synaptic …

(57) ABSTRACT A classifier is computed as follows. For a first set of values of primary field
(s) of primary data instances of a labeled primary training dataset, a second set (s) of …

(51) Int. Cl. aptic core circuit. Each core circuit comprises an intercon G06F 5/8(2006.01)
nect network including plural electronic synapses for inter G06N, 3/04(2006.01) connecting …

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 …