Abstract: Described herein is a ?? modulator with improved metastability in which the control loop remains stable. In one embodiment, the ?? modulator utilizes differently delayed feedback to successive integrators of the control loop to suppress metastability errors without compromising the stability of the control loop. This is accomplished by including one or more quantizers in the control loop. This technique may be applied to control loops of at least second order, i.e., having two or more integrator stages, where at least one feedback term after the first is non-zero.

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: Described herein is an improved apparatus for increasing the performance of a ?? modulator, which may function as an ADC. In one embodiment, the ?? modulator comprises a voltage to current converter, a capacitor connected between two outputs of the voltage to current converter to receive a differential input current, and a switch that can switch between connecting each output of the voltage to current converter to ground while disconnecting the other output of the voltage to current converter. In this embodiment, the ?? modulator has no common mode control loop, and no reference current. This results in decreased complexity, i.e., fewer components, as well as reduced noise.

Abstract: Improved performance of analog computers is obtained by utilizing a deliberate reduction in gain of the gain elements present in the analog computer. While a prior output of the circuit (if any) is present, the gain of the gain elements is reduced to a level that is low enough that the input signal cannot propagate through the circuit. The input signal is then changed to a new value, or set of values, while the gain of the gain elements remains reduced. Finally, the gain of the gain elements is increased to a level that is high enough to allow the input signal to propagate through the circuit, resulting in an output that is a solution to the problem represented by the analog computer.

Abstract: An analog element for use as a neuron in a recurrent neural network is described, the analog element having memory of a prior layer state and being a continuous time circuit rather than having a discrete clocking interval. The element is characterized and described by the Laplace s-domain operator, as distinct from a digital solution that uses the z-domain operator appropriate for quantized time descriptions. Rather than using an all-pass filter, the analog equivalent of a unit delay in the z-domain, a finite gain integrator, which is a simpler circuit, may be used to provide the delay in the analog s-domain. The resulting circuit may be easily implemented at the transistor level.

Abstract: Described herein is a method and apparatus for reducing ISI in a single-bit ?? modulator without reducing the dynamic range of the modulator. In one embodiment, the signal fed back to the input of the modulator is not the single-bit outputs of a quantizer as in the prior art, but rather patterns of such outputs. The patterns are selected so that each pattern has the same number of transition edges and there is thus no mismatch of transition times. In one embodiment, the patterns are created by digital logic. In another embodiment, an analog signal is added to the error signal in the feedback loop which causes the quantizer to generate the patterns. When the amplitude of the input signal exceeds a certain level, the modulator reverts to the typical operation of a prior art modulator, thus preserving the full dynamic range of the modulator.

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: 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: Described herein is an improved apparatus for increasing the performance of a ?? modulator, which may function as an ADC. In one embodiment, the ?? modulator comprises a voltage to current converter, a capacitor connected between two outputs of the voltage to current converter to receive a differential input current, and a switch that can switch between connecting each output of the voltage to current converter to ground while disconnecting the other output of the voltage to current converter. In this embodiment, the ?? modulator has no common mode control loop, and no reference current. This results in decreased complexity, i.e., fewer components, as well as reduced noise.

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: 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: Described herein is a method and apparatus for reducing ISI in a single-bit ?? modulator without reducing the dynamic range of the modulator. In one embodiment, the signal fed back to the input of the modulator is not the single-bit outputs of a quantizer as in the prior art, but rather patterns of such outputs. The patterns are selected so that each pattern has the same number of transition edges and there is thus no mismatch of transition times. In one embodiment, the patterns are created by digital logic. In another embodiment, an analog signal is added to the error signal in the feedback loop which causes the quantizer to generate the patterns. When the amplitude of the input signal exceeds a certain level, the modulator reverts to the typical operation of a prior art modulator, thus preserving the full dynamic range of the modulator.

Abstract: Described herein is a ?? modulator with improved metastability in which the control loop remains stable. In one embodiment, the ?? modulator utilizes differently delayed feedback to successive integrators of the control loop to suppress metastability errors without compromising the stability of the control loop. This is accomplished by including one or more quantizers in the control loop. This technique may be applied to control loops of at least second order, i.e., having two or more integrator stages, where at least one feedback term after the first is non-zero.

Abstract: Described herein is an improved apparatus for increasing the performance of a ?? modulator, which may function as an ADC. In one embodiment, the ?? modulator comprises a voltage to current converter, a capacitor connected between two outputs of the voltage to current converter to receive a differential input current, and a switch that can switch between connecting each output of the voltage to current converter to ground while disconnecting the other output of the voltage to current converter. In this embodiment, the ?? modulator has no common mode control loop, and no reference current. This results in decreased complexity, i.e., fewer components, as well as reduced noise.

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: 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.