Abstract:
Some demonstrative embodiments include apparatuses, systems and/or methods of protecting domains of a multimode wireless radio transceiver. For example, an apparatus may include a protection domain controller (PDC) to restrict access of a configuration software to a protection domain of a plurality of protection domains of a multimode wireless radio transceiver based on a security level of the configuration software, wherein the protection domain includes one or more radio configuration parameters of the multimode wireless radio transceiver.
Abstract:
System and techniques for spike timing dependent plasticity (STDP) in neuromorphic hardware are described herein. A first spike may be received, at a first neuron at a first time, from a second neuron. The first neuron may produce a second spike at a second time after the first time. At a third time after the second time, the first neuron may receive a third spike from the second neuron. Here, the third spike is a replay of the first spike with a defined time offset. The first neuron may then perform long term potentiation (LTP) for the first spike using the third spike.
Abstract:
Various systems, devices, and methods for operating on a data sequence. A system includes a set of circuits that form an input layer to receive a data sequence; first hardware computing units to transform the data sequence, the first hardware computing units connected using a set of randomly selected weights, a first hardware computing unit to: receive an input from a second hardware computing unit, determine a weight of a connection between the first and second hardware computing units using an identifier of the second hardware computing unit and a fixed random weight generator, and operate on the input using the weight to determine a state of the first hardware computing unit; and second hardware computing units to operate on states of the first computing units to generate an output based on the data sequence.
Abstract:
Some embodiments include an apparatus having a flip-flop circuit, which can include a first tristate inverter, a second tristate inverter including an input node coupled to an input node of the first tristate inverter; a first additional inverter including, and a second additional inverter including an output node coupled to an output node of the first additional inverter; a first memory including a first memory node coupled to an output node of the second tristate inverter, and a first additional memory node coupled to an input node of the first additional inverter; and a second memory including a second memory node coupled to an output node of the first tristate inverter, and a second additional memory node coupled to an input node of the second additional inverter.
Abstract:
Various systems, devices, and methods for operating on a data sequence. A system includes a set of circuits that form an input layer to receive a data sequence; first hardware computing units to transform the data sequence, the first hardware computing units connected using a set of randomly selected weights, a first hardware computing unit to: receive an input from a second hardware computing unit, determine a weight of a connection between the first and second hardware computing units using an identifier of the second hardware computing unit and a fixed random weight generator, and operate on the input using the weight to determine a state of the first hardware computing unit; and second hardware computing units to operate on states of the first computing units to generate an output based on the data sequence.
Abstract:
An apparatus includes a plurality of delay generators, a first plurality of flip-flop circuits, a second plurality of flip-flop circuits, and a third plurality of flip-flop circuits. The plurality of delay generators includes a data delay generator, an enable delay generator, and a reference delay generator. The first plurality of flip-flop circuits is coupled to the data delay generator to receive a delayed data input signal, and provide the delayed data input signal to a plurality of data input terminals of a memory circuit. The second plurality of flip-flop circuits is coupled to the enable delay generator to receive a delayed enable signal and provide the delayed enable signal to a plurality of enable terminals of the memory circuit. The third plurality of flip-flop circuits is coupled to an output terminal of the memory circuit. The reference delay generator provides a synchronized clock signal to the flip-flop circuits.
Abstract:
Systems and methods may apply homeostatic plasticity control in a spiking neural network, such as at a neuron of a core of the spiking neural network. The neuron may receive input spike information and determine whether to activate an output spike at the neuron based at least in part on the input spike information and a bias value. The bias value may be set based on whether the neuron issued a previous output spike during a previous time period. The bias value may be updated based on whether the output spike was activated at the neuron. For example, in accordance with a determination to activate the output spike, the bias value may be decreased, and in accordance with a determination to not activate the output spike, the bias value may be increased.
Abstract:
System and techniques for spike timing dependent plasticity (STDP) in neuromorphic hardware are described herein. A first spike may be received, at a first neuron at a first time, from a second neuron. The first neuron may produce a second spike at a second time after the first time. At a third time after the second time, the first neuron may receive a third spike from the second neuron. Here, the third spike is a replay of the first spike with a defined time offset. The first neuron may then perform long term potentiation (LTP) for the first spike using the third spike.
Abstract:
Some demonstrative embodiments include apparatuses, systems and/or methods of protecting domains of a multimode wireless radio transceiver. For example, an apparatus may include a protection domain controller (PDC) to restrict access of a configuration software to a protection domain of a plurality of protection domains of a multimode wireless radio transceiver based on a security level of the configuration software, wherein the protection domain includes one or more radio configuration parameters of the multimode wireless radio transceiver.