Abstract: A self-clocking (or self-oscillating) modulator in signal processing, similar to a ?? modulator, with particular application in the design of neural networks based on such modulators is described. A system of multiple self-clocking modulators and supporting structures may be configured to perform a calculation similar to that of an analog computer, such as a neural network, at lower power and smaller size than a digital implementation. Such a system constructed using the present approach does not require a sequential solution, but rather converges on a solution in one step; unlike the typical prior art, it thus requires no clock and operates asynchronously in a manner similar to a conventional analog computer. The self-clocking modulator can function as a neuron in a neural network, receiving a sum-of-products signal and generating an output stream like that of a ?? modulator that represents this sum-of-products, potentially also including an activation function and offset.

Abstract: A multiport memory in which one of the ports is analog rather than digital is described. In one embodiment, the analog port functions as a read-only port and the digital port functions as a write only port. This allows the data in the core memory to be applied to an analog signal, while retaining a digital port having access to the core memory for rapid storage of data. One potential use of such a multiport memory is as a bridge between a digital computer and an analog computer; for example, this allows a digitally programmed two-port memory to derive a sum-of-products signal from a plurality of analog input signals, and a plurality of such multiport memories to be used in an analog neural network such as a programmable neural net implementing analog artificial intelligence (AI).

Abstract: An improved method and apparatus for detecting and measuring one or more biometric parameters of a user using a computing device in conjunction with an electroacoustic (audio) transducer is described. A first mode in which the audio transducer produces sound is disabled, and the device is placed in a second mode of operation in which a biometric signal is recovered from the transducer using a “back” audio signal. The biometric signal may then be measured or analyzed. The first mode is disabled by temporarily creating a high impedance between circuitry producing the audio signal and the transducer, while the biometric parameter is measured. This allows for detection of the biometric event without the need for significant additional components or circuitry. The computing device may most conveniently be a smartphone, but the approach described herein may also be easily and usefully applied to tablets, laptop or desktop computers or other devices.

Abstract: A system and method for passively balancing electroacoustic transducers so that sounds other than the transducer's output can be detected. A transducer producing audio output based upon an input audio signal can operate in reverse to produce a signal in response to the impact of external sound upon the transducer from another source. This “reverse” or “microphone” signal represents the sound from the other source. Transducers are operated in monophonic mode, each in opposite polarity to the other thus canceling out and leaving only the microphone signal created by the transducers, i.e., a signal representing the external sound. The microphone signal can be amplified, and can be filtered and processed to identify and/or obtain various types of information about the sound received by the transducers.

Abstract: A system and method for passively balancing electroacoustic transducers so that sounds other than the transducer's output can be detected. A transducer producing audio output based upon an input audio signal can operate in reverse to produce a signal in response to the impact of external sound upon the transducer from another source. This “reverse” or “microphone” signal represents the sound from the other source. Transducers are operated in monophonic mode, each in opposite polarity to the other thus canceling out and leaving only the microphone signal created by the transducers, i.e., a signal representing the external sound. The microphone signal can be amplified, and can be filtered and processed to identify and/or obtain various types of information about the sound received by the transducers.

Abstract: An improved system and method for recognizing an audio signal due to physical activity and taking a predetermined action in response is disclosed. A “reverse noise signal” created by the sound pressure wave of the physical activity acting on the earpiece transducer is obtained. In some embodiments, an ambient noise signal is inverted and fed back, and the inverted signal is added to the intended audio signal being sent to the earpiece so that the ambient noise is cancelled. In other embodiments, a processor receives the ambient noise signal and predicts the modification to the intended audio signal needed to counteract the ambient noise. In other embodiments, the reverse noise signal may represent a motor or biological activity of a user; the system may take different actions in response to different physical activities, such as a heart beat of the user, or a tap, footfall, or swallowing by the user.

Abstract: A multiport memory in which one of the ports is analog rather than digital is described. In one embodiment, the analog port functions as a read-only port and the digital port functions as a write only port. This allows the data in the core memory to be applied to an analog signal, while retaining a digital port having access to the core memory for rapid storage of data. One potential use of such a multiport memory is as a bridge between a digital computer and an analog computer; for example, this allows a digitally programmed two-port memory to derive a sum-of-products signal from a plurality of analog input signals, and a plurality of such multiport memories to be used in an analog neural network such as a programmable neural net implementing analog artificial intelligence (AI).

Abstract: A self-clocking (or self-oscillating) modulator in signal processing, similar to a ?? modulator, with particular application in the design of neural networks based on such modulators is described. A system of multiple self-clocking modulators and supporting structures may be configured to perform a calculation similar to that of an analog computer, such as a neural network, at lower power and smaller size than a digital implementation. Such a system constructed using the present approach does not require a sequential solution, but rather converges on a solution in one step; unlike the typical prior art, it thus requires no clock and operates asynchronously in a manner similar to a conventional analog computer. The self-clocking modulator can function as a neuron in a neural network, receiving a sum-of-products signal and generating an output stream like that of a ?? modulator that represents this sum-of-products, potentially also including an activation function and offset.

Abstract: An improved system and method for reducing the ambient noise experienced by a user listening to an earpiece without the use of a microphone is disclosed. An “ambient noise signal” created by the sound pressure wave of the ambient noise acting on the earpiece transducer is obtained. In some embodiments, the ambient noise signal is inverted and fed back, and the inverted signal is added to the intended audio signal being sent to the earpiece so that the ambient noise is cancelled. In other embodiments, a processor receives the ambient noise signal and predicts the modification to the intended audio signal needed to counteract the ambient noise. The ambient noise signal may be obtained by comparing the actual signal across the earpiece transducer to the intended audio signal, or by detecting variations in the current across the transducer from the current generated to drive the transducer.

Abstract: Described herein is an apparatus for the recovery of asynchronous data into a fixed clock domain. A phase-locked loop (PLL) of the known art is replaced by a modified quadrature resolver, and the output from the resolver re-creates the selected frequency component of the input asynchronous data. The zero-crossings of this re-created data clock are used to sample the input data stream. One advantage of this technique is that it operates as a state machine on a single clock, and no analog components such as phase detectors or VCOs are needed. In another embodiment, the samples from the input data stream are changed from pulses to Gaussians, allowing for conversion of the sample rate from one clock domain to another.

Abstract: An improved system and method for recognizing an audio signal due to physical activity and taking a predetermined action in response is disclosed. A “reverse noise signal” created by the sound pressure wave of the physical activity acting on the earpiece transducer is obtained. In some embodiments, an ambient noise signal is inverted and fed back, and the inverted signal is added to the intended audio signal being sent to the earpiece so that the ambient noise is cancelled. In other embodiments, a processor receives the ambient noise signal and predicts the modification to the intended audio signal needed to counteract the ambient noise. In other embodiments, the reverse noise signal may represent a motor or biological activity of a user; the system may take different actions in response to different physical activities, such as a heart beat of the user, or a tap, footfall, or swallowing by the user.

Abstract: Described herein is an apparatus for the recovery of asynchronous data into a fixed clock domain. A phase-locked loop (PLL) of the known art is replaced by a modified quadrature resolver, and the output from the resolver re-creates the selected frequency component of the input asynchronous data. The zero-crossings of this re-created data clock are used to sample the input data stream. One advantage of this technique is that it operates as a state machine on a single clock, and no analog components such as phase detectors or VCOs are needed. In another embodiment, the samples from the input data stream are changed from pulses to Gaussians, allowing for conversion of the sample rate from one clock domain to another.

Abstract: An improved system and method for reducing the ambient noise experienced by a user listening to an earpiece without the use of a microphone is disclosed. An “ambient noise signal” created by the sound pressure wave of the ambient noise acting on the earpiece transducer is obtained. In some embodiments, the ambient noise signal is inverted and fed back, and the inverted signal is added to the intended audio signal being sent to the earpiece so that the ambient noise is cancelled. In other embodiments, a processor receives the ambient noise signal and predicts the modification to the intended audio signal needed to counteract the ambient noise. The ambient noise signal may be obtained by comparing the actual signal across the earpiece transducer to the intended audio signal, or by detecting variations in the current across the transducer from the current generated to drive the transducer.

Abstract: An improved system and method for quickly calculating Fourier transforms without multiplication is disclosed. A combinatorial unit circuit that contains only adders and scaling elements is used to calculate each sine wave value that is summed to create the Fourier transform. A real-time Fourier transform (RTFT) can be implemented using only a number of such combinatorial units, making it possible to complete a hardware DFT transform in a single clock cycle regardless of the number of samples of the input signal, thus bringing a significant improvement in speed and simplicity over the prior art. By using a chain of such combinatorial units and a sufficiently fast adder/multiplexor, a RTFT may be performed on an input signal in each frequency band and the outputs added to generate a transformed output signal in real-time for transmission of a signal. The input signal is recovered from the transmitted signal by the same process.

Abstract: An improved system and method for reducing the ambient noise experienced by a user listening to an earpiece without the use of a microphone is disclosed. An “ambient noise signal” created by the sound pressure wave of the ambient noise acting on the earpiece transducer is obtained. In some embodiments, the ambient noise signal is inverted and fed back, and the inverted signal is added to the intended audio signal being sent to the earpiece so that the ambient noise is cancelled. In other embodiments, a processor receives the ambient noise signal and predicts the modification to the intended audio signal needed to counteract the ambient noise. The ambient noise signal may be obtained by comparing the actual signal across the earpiece transducer to the intended audio signal, or by detecting variations in the current across the transducer from the current generated to drive the transducer.

Abstract: Methods, systems and related apparatus are provided to enable an electronic device to operate an external sensor comprising one or more emitters for emitting electromagnetic radiation of two different wavelengths and a detector for generating a response signal based on received electromagnetic radiation of the two different wavelengths connectable to an audio interface by applying a harmonic driving signal to a first contact and a second contact of the audio interface for driving the emitters of the external sensor, receiving the response signal at a third contact of the audio interface, demodulating and demultiplexing the response signal into a first wavelength response signal and a second wavelength response signal, analyzing the first and second wavelength response signals to determine one or more vital signs, and outputting the determined one or more vital signs.

Abstract: A method for determining a physiological parameter comprises receiving measured physiological data, parsing the measured physiological data into a plurality of time windows, each time window including a plurality of samples of the physiological data, fitting each of the plurality of time windows to a mathematical function utilizing a fitting function to obtain a plurality of sets of fit parameters, each set associated with a one of the plurality of time windows, and based on the plurality of sets of fit parameters, determining a physiological parameter.

Abstract: Methods, systems and related apparatus are provided to enable an electronic device to operate an external sensor comprising one or more emitters for emitting electromagnetic radiation of two different wavelengths and a detector for generating a response signal based on received electromagnetic radiation of the two different wavelengths connectable to an audio interface by applying a harmonic driving signal to a first contact and a second contact of the audio interface for driving the emitters of the external sensor, receiving the response signal at a third contact of the audio interface, demodulating and demultiplexing the response signal into a first wavelength response signal and a second wavelength response signal, analyzing the first and second wavelength response signals to determine one or more vital signs, and outputting the determined one or more vital signs.

Abstract: Methods, systems and related apparatus are provided to enable an electronic device to operate an external sensor comprising one or more emitters for emitting electromagnetic radiation of two different wavelengths and a detector for generating a response signal based on received electromagnetic radiation of the two different wavelengths connectable to an audio interface by applying a harmonic driving signal to a first contact and a second contact of the audio interface for driving the emitters of the external sensor, receiving the response signal at a third contact of the audio interface, demodulating and demultiplexing the response signal into a first wavelength response signal and a second wavelength response signal, analyzing the first and second wavelength response signals to determine one or more vital signs, and outputting the determined one or more vital signs.

Abstract: Methods, systems and related apparatus are provided for controlling an electronic device to operate an external sensor connectable to an audio interface of the electronic device by applying a first harmonic driving signal to a first contact and a second harmonic driving signal to a second contact of the audio interface for driving the external sensor, receiving a response signal at a third contact of the audio interface, adjusting at least one of the first and second harmonic driving signals, determining one or more physiological parameters based on characteristics of the first and second harmonic driving signals and the response signal, and outputting the determined one or more physiological parameters.