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: 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: 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: 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: 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.

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: A driver to provide low voltage swings on a bus with fast switching times, the driver comprising two pairs of pullup and pulldown nMOSFETs, each pair operated in complementary fashion to each other, each pair with a high voltage rail at a smaller voltage than the data input logic HIGH voltage, and where each substrate of the nMOSFETs are biased so as to reduce their threshold voltages.