An Ultra Low-Power Neuromorphic Bandpass Filter for Autonomous Cars

Raunak Borwankar; Keval Vora; Anurag Desai; Reinhold Ludwig; Mohammad Haider; Yehia Massoud

doi:10.1109/mwsym.2019.8701102

An Ultra Low-Power Neuromorphic Bandpass Filter for Autonomous Cars

Raunak Borwankar, Keval Vora, Anurag Desai, Reinhold Ludwig, Mohammad Haider, Yehia Massoud

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Abstract

An ultra low power neuromorphic bandpass filter (BPF) for dedicated short range communication system is proposed. The filter is designed for an intermediate frequency receiver for a passband of 75 MHz with 37.5 MHz center frequency. In an effort to improve the filter performance without compromising power consumption; a standard Rm-C BPF structure is incorporated within the modified Izhikevich neuron to design the neuromorphic bandpass filter. Implemented in 45 nm CMOS technology, the proposed bandpass filter consumes 100.8 nW at a supply voltage of 0.5 V. The neuromorphic bandpass filter demonstrates excellent figure-of-merit (FOM) of -181.5 dB for a spurious free dynamic range of 27.1 dBm.

Original language	English (US)
Title of host publication	IEEE MTT-S International Microwave Symposium Digest
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	873-876
Number of pages	4
ISBN (Print)	9781728113098
DOIs	https://doi.org/10.1109/mwsym.2019.8701102
State	Published - Jun 1 2019
Externally published	Yes

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10.1109/mwsym.2019.8701102

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abstract = "An ultra low power neuromorphic bandpass filter (BPF) for dedicated short range communication system is proposed. The filter is designed for an intermediate frequency receiver for a passband of 75 MHz with 37.5 MHz center frequency. In an effort to improve the filter performance without compromising power consumption; a standard Rm-C BPF structure is incorporated within the modified Izhikevich neuron to design the neuromorphic bandpass filter. Implemented in 45 nm CMOS technology, the proposed bandpass filter consumes 100.8 nW at a supply voltage of 0.5 V. The neuromorphic bandpass filter demonstrates excellent figure-of-merit (FOM) of -181.5 dB for a spurious free dynamic range of 27.1 dBm.",

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AU - Haider, Mohammad

AU - Massoud, Yehia

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AB - An ultra low power neuromorphic bandpass filter (BPF) for dedicated short range communication system is proposed. The filter is designed for an intermediate frequency receiver for a passband of 75 MHz with 37.5 MHz center frequency. In an effort to improve the filter performance without compromising power consumption; a standard Rm-C BPF structure is incorporated within the modified Izhikevich neuron to design the neuromorphic bandpass filter. Implemented in 45 nm CMOS technology, the proposed bandpass filter consumes 100.8 nW at a supply voltage of 0.5 V. The neuromorphic bandpass filter demonstrates excellent figure-of-merit (FOM) of -181.5 dB for a spurious free dynamic range of 27.1 dBm.

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BT - IEEE MTT-S International Microwave Symposium Digest

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An Ultra Low-Power Neuromorphic Bandpass Filter for Autonomous Cars

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