Literature DB >> 24216772

Asynchronous binaural spatial audition sensor with 2 × 64 × 4 channel output.

Shih-Chii Liu, Andre van Schaik, Bradley A Minch, Tobi Delbruck.   

Abstract

This paper proposes an integrated event-based binaural silicon cochlea system aimed at efficient spatial audition and auditory scene analysis. The cochlea chip has a matched pair of digitally-calibrated 64-stage cascaded analog second-order filter banks with 512 pulse-frequency modulated (PFM) address-event representation (AER) outputs. The quality factors (Qs) of channels are individually adjusted by local DACs. The 2P4M 0.35 um CMOS chip consumes an average power of 14 mW including its integrated microphone preamplifiers and biasing circuits. Typical speech data rates are 10 k to 100 k events per second (eps) with peak output rates of 10 Meps. The event timing jitter is 2 us for a 250 mVpp input. It is shown that the computational cost of an event-driven source localization application can be up to 40 times lower when compared to a conventional cross-correlation approach.

Entities:  

Mesh:

Substances:

Year:  2013        PMID: 24216772     DOI: 10.1109/TBCAS.2013.2281834

Source DB:  PubMed          Journal:  IEEE Trans Biomed Circuits Syst        ISSN: 1932-4545            Impact factor:   3.833


  14 in total

1.  Autonomous Flying With Neuromorphic Sensing.

Authors:  Patricia P Parlevliet; Andrey Kanaev; Chou P Hung; Andreas Schweiger; Frederick D Gregory; Ryad Benosman; Guido C H E de Croon; Yoram Gutfreund; Chung-Chuan Lo; Cynthia F Moss
Journal:  Front Neurosci       Date:  2021-05-14       Impact factor: 4.677

2.  Event-Based Trajectory Prediction Using Spiking Neural Networks.

Authors:  Guillaume Debat; Tushar Chauhan; Benoit R Cottereau; Timothée Masquelier; Michel Paindavoine; Robin Baures
Journal:  Front Comput Neurosci       Date:  2021-05-24       Impact factor: 2.380

3.  Breaking the millisecond barrier on SpiNNaker: implementing asynchronous event-based plastic models with microsecond resolution.

Authors:  Xavier Lagorce; Evangelos Stromatias; Francesco Galluppi; Luis A Plana; Shih-Chii Liu; Steve B Furber; Ryad B Benosman
Journal:  Front Neurosci       Date:  2015-06-08       Impact factor: 4.677

4.  Reconstruction of audio waveforms from spike trains of artificial cochlea models.

Authors:  Anja T Zai; Saurabh Bhargava; Nima Mesgarani; Shih-Chii Liu
Journal:  Front Neurosci       Date:  2015-10-13       Impact factor: 4.677

5.  Real time unsupervised learning of visual stimuli in neuromorphic VLSI systems.

Authors:  Massimiliano Giulioni; Federico Corradi; Vittorio Dante; Paolo del Giudice
Journal:  Sci Rep       Date:  2015-10-14       Impact factor: 4.379

6.  Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms.

Authors:  Evangelos Stromatias; Daniel Neil; Michael Pfeiffer; Francesco Galluppi; Steve B Furber; Shih-Chii Liu
Journal:  Front Neurosci       Date:  2015-07-09       Impact factor: 4.677

7.  Multiclass Classification by Adaptive Network of Dendritic Neurons with Binary Synapses Using Structural Plasticity.

Authors:  Shaista Hussain; Arindam Basu
Journal:  Front Neurosci       Date:  2016-03-31       Impact factor: 4.677

Review 8.  A Review of Current Neuromorphic Approaches for Vision, Auditory, and Olfactory Sensors.

Authors:  Anup Vanarse; Adam Osseiran; Alexander Rassau
Journal:  Front Neurosci       Date:  2016-03-29       Impact factor: 4.677

9.  Feature Representations for Neuromorphic Audio Spike Streams.

Authors:  Jithendar Anumula; Daniel Neil; Tobi Delbruck; Shih-Chii Liu
Journal:  Front Neurosci       Date:  2018-02-09       Impact factor: 4.677

10.  A Comparison of Low-Complexity Real-Time Feature Extraction for Neuromorphic Speech Recognition.

Authors:  Jyotibdha Acharya; Aakash Patil; Xiaoya Li; Yi Chen; Shih-Chii Liu; Arindam Basu
Journal:  Front Neurosci       Date:  2018-03-28       Impact factor: 4.677

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.