Ilya Kiselev

Position:
Postdoc
Email:
Work phone:
044-635-3027
I am interested in studying algorithms of data processing and learning in biological neural networks and harnessing these algorithms to artificial data processing systems, including, but no limited to, computer vision, speech recognition, information extraction, storage and retrieval. These algorithms could be exploited in low power and high performance computational systems for mobile applications – robotics, wearable devices, and medical applications – hearing aids and other prostheses, which require processing of sensory information.

Supervisor

Shih-Chii Liu

Publications

2022

  • Céline Lafaye, Meritxell Rovira, Silvia Demuru, Shu Wang, Jaemin Kim, Brince Paul Kunnel, Cyril Besson, Cesar Fernandez-Sanchez, Francisco Serra-Graells, Josep Maria Margarit-Taulé, Joan Aymerich, Javier Cuenca, Ilya Kiselev, Vincent Gremeaux, Mathieu Saubade, Cecilia Jiménez-Jorquera, Danick Briand, Shih-Chii Liu Real-time smart multisensing wearable platform for monitoring sweat biomarkers during exercise, 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2022
  • Ilya Kiselev, Chang Gao, Shih-Chii Liu Spiking Cochlea with System-level Local Automatic Gain Control, IEEE Transactions on Circuits and Systems I - Regular Papers, 2022
  • Kwantae Kim*, Chang Gao*, Rui Graça, Ilya Kiselev, Hoi-Jun Yoo, Tobi Delbruck, Shih-Chii Liu A 23μW Solar-Powered Keyword Spotting ASIC with Ring-Oscillator-Based Time-Domain Feature Extraction, IEEE International Solid-State Circuit Conference (ISSCC), 2022

2021

2020

  • Ceolini, E., Kiselev, I., and Liu, S-C. Evaluating multi-channel multi-device speech separation algorithms in the wild: a hardware-software solution, IEEE Transactions on Audio, Language and Speech Processing, 28: 1428-1439, 2020

2019

2018

  • Ceolini, E. and Anumula, J. and Huber, A and Kiselev, I. and Liu, S-C. Speaker activity detection and minimum variance beamforming for source separation, 2018 Interspeech, 2018

2017

2016

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