2021 BRN Discussion, page-15035

An opportune time to remind people of exactly why PVDM knows the competition is 3 years behind.



The ABR patent application:


https://patents.google.com/patent/US20180053090A1/en

Methods And Systems For Implementing Dynamic Neural Networks

Abstract
A method is described for designing systems that provide efficient implementations of feed-forward, recurrent, and deep networks that process dynamic signals using temporal filters and static or time-varying nonlinearities. A system design methodology is described that provides an engineered architecture. This architecture defines a core set of network components and operations for efficient computation of dynamic signals using temporal filters and static or time-varying nonlinearities. These methods apply to a wide variety of connected nonlinearities that include temporal filters in the connections. Here we apply the methods to synaptic models coupled with spiking and/or non-spiking neurons whose connection parameters are determined using a variety of methods of optimization.




and the rejection:


https://globaldossier.uspto.gov/#/details/officeActions/US/15243223/A/101325