| 2025 | ICASSP | Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement. | Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu |
| 2025 | ISCAS | CustomFit: Customizing Task-Optimized and Size-Specific Subnets from a Single Base Network During Runtime. | Longbiao Cheng, Sheng Zhou, Shih-Chii Liu |
| 2025 | ISCAS | Steerable Zero-Shot Neural Architecture Search for Efficient Edge Inference. | Simon Narduzzi, Rmy Vuagniaux, Kishan Sharma, Shih-Chii Liu, L. Andrea Dunbar |
| 2025 | ISCAS | Online Prediction of Core Body Temperature from Sweat Wearable Printed Sensors Using Recurrent Neural Network. | Shu Wang, Silvia Demuru, Cline Lafaye, Jaemin Kim, Brince Paul Kunnel, Cyril Besson, Ilya Kiselev, Vincent Gremeaux, Mathieu Saubade, Danick Briand, Shih-Chii Liu |
| 2024 | AAAI | Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training. | Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck |
| 2024 | CVPR | Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning. | Pehuen Moure, Longbiao Cheng, Joachim Ott, Zuowen Wang, Shih-Chii Liu |
| 2024 | CVPR | Event-Based Eye Tracking. AIS 2024 Challenge Survey. | Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brers, Sbastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Gru, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai |
| 2024 | Interspeech | Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement. | Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu |
| 2024 | ISCAS | Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer. | Qinyu Chen, Congyi Sun, Chang Gao, Shih-Chii Liu |
| 2023 | ICASSP | Biologically-Inspired Continual Learning of Human Motion Sequences. | Joachim Ott, Shih-Chii Liu |
| 2023 | ISCAS | An Area-Efficient Ultra-Low-Power Time-Domain Feature Extractor for Edge Keyword Spotting. | Qinyu Chen, Yaoxing Chang, Kwantae Kim, Chang Gao, Shih-Chii Liu |
| 2023 | ISCAS | A 3.11 μ W 40 n V/ ✓Hz Instrumentation Amplifier for Bio-Impedance Sensors Exploiting Positive-Feedback-Assisted Gain Boosting. | Kwantae Kim, Shih-Chii Liu |
| 2023 | ISCAS | End-to-End Prediction of Sodium Concentration from Uncalibrated Sodium ISFETs. | Shu Wang, Meritxell Rovira, Yuhuang Hu, Cecilia Jimnez-Jorquera, Shih-Chii Liu |
| 2022 | ICASSP | Optimizing The Consumption Of Spiking Neural Networks With Activity Regularization. | Simon Narduzzi, Siavash Arjomand Bigdeli, Shih-Chii Liu, L. Andrea Dunbar |
| 2022 | ICASSP | T-NGA: Temporal Network Grafting Algorithm for Learning to Process Spiking Audio Sensor Events. | Shu Wang, Yuhuang Hu, Shih-Chii Liu |
| 2022 | ICIP | Exploiting Spatial Sparsity for Event Cameras with Visual Transformers. | Zuowen Wang, Yuhuang Hu, Shih-Chii Liu |
| 2022 | ICPR | Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks. | Yuhuang Hu, Shih-Chii Liu |
| 2021 | CVPR | v2e: From Video Frames to Realistic DVS Events. | Yuhuang Hu, Shih-Chii Liu, Tobi Delbruck |
| 2021 | IJCNN | Temporal Pattern Coding in Deep Spiking Neural Networks. | Bodo Rueckauer, Shih-Chii Liu |
| 2021 | ISCAS | Reducing Latency in a Converted Spiking Video Segmentation Network. | Qinyu Chen, Bodo Rueckauer, Li Li, Tobi Delbruck, Shih-Chii Liu |
| 2021 | ISCAS | Event-Driven Local Gain Control on a Spiking Cochlea Sensor. | Ilya Kiselev, Shih-Chii Liu |
| 2020 | ECCV | Learning to Exploit Multiple Vision Modalities by Using Grafted Networks. | Yuhuang Hu, Tobi Delbruck, Shih-Chii Liu |
| 2020 | ICRA | Recurrent Neural Network Control of a Hybrid Dynamical Transfemoral Prosthesis with EdgeDRNN Accelerator. | Chang Gao, Rachel Gehlhar, Aaron D. Ames, Shih-Chii Liu, Tobi Delbruck |
| 2020 | ISCAS | Lessons Learned the Hard Way. | Tobi Delbruck, Ibrahim Abe M. Elfadel, Shahzad Muzaffar, Germain Haessig, Bo Wang, Amine Bermak, Rui Graca, Luis A. Camuas-Mesa, Bathiya Senevirathna, Pamela Abshire, Bernab Linares-Barranco, Saeed Afshar, Shih-Chii Liu, Runchun Mark Wang, Piotr Dudek, Stephen J. Carey, Jos M. de la Rosa, Marc Dandin, Sheung Lu, Vincent Frick, Teresa Serrano-Gotarredona, Paula Lpez, Melika Payvand, Advait Madhavan, Eric R. Fossum, Juan Camilo Vasquez Tieck, Ian Williams, Yan Liu, Timothy G. Constandinou, Alexander Serb, Ricardo Carmona-Galn, Robert Nawrocki, Walter D. Leon-Salas |
| 2019 | ACSSC | Data-Driven Neuromorphic DRAM-based CNN and RNN Accelerators. | Tobi Delbruck, Shih-Chii Liu |
| 2019 | ASRU | FaSNet: Low-Latency Adaptive Beamforming for Multi-Microphone Audio Processing. | Yi Luo, Cong Han, Nima Mesgarani, Enea Ceolini, Shih-Chii Liu |
| 2019 | ICASSP | Parameter Uncertainty for End-to-end Speech Recognition. | Stefan Braun, Shih-Chii Liu |
| 2019 | ICASSP | Event-driven Pipeline for Low-latency Low-compute Keyword Spotting and Speaker Verification System. | Enea Ceolini, Jithendar Anumula, Stefan Braun, Shih-Chii Liu |
| 2019 | IJCNN | Attention-driven Multi-sensor Selection. | Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu |
| 2019 | ISCAS | Live Demonstration: Real-Time Spoken Digit Recognition using the DeltaRNN Accelerator. | Chang Gao, Stefan Braun, Ilya Kiselev, Jithendar Anumula, Tobi Delbruck, Shih-Chii Liu |
| 2019 | ISCAS | Real-Time Speech Recognition for IoT Purpose using a Delta Recurrent Neural Network Accelerator. | Chang Gao, Stefan Braun, Ilya Kiselev, Jithendar Anumula, Tobi Delbruck, Shih-Chii Liu |
| 2019 | ISCAS | Incremental Learning Meets Reduced Precision Networks. | Yuhuang Hu, Tobi Delbruck, Shih-Chii Liu |
| 2019 | ISCAS | Lip Reading Deep Network Exploiting Multi-Modal Spiking Visual and Auditory Sensors. | Xiaoya Li, Daniel Neil, Tobi Delbruck, Shih-Chii Liu |
| 2019 | ISCAS | Live Demonstration: A Portable Microsensor Fusion System with Real-Time Measurement for On-Site Beverage Tasting. | Josep Maria Margarit-Taul, Pablo Gimnez-Gmez, Roger Escud-Pujol, Manuel Gutirrez-Capitn, Cecilia Jimnez-Jorquera, Shih-Chii Liu |
| 2018 | FPGA | DeltaRNN: A Power-efficient Recurrent Neural Network Accelerator. | Chang Gao, Daniel Neil, Enea Ceolini, Shih-Chii Liu, Tobi Delbruck |
| 2018 | ICASSP | On Approximation of Bandlimited Functions with Compressed Sensing. | Adrian E. G. Huber, Shih-Chii Liu |
| 2018 | Interspeech | Multi-channel Attention for End-to-End Speech Recognition. | Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu |
| 2018 | Interspeech | Speaker Activity Detection and Minimum Variance Beamforming for Source Separation. | Enea Ceolini, Jithendar Anumula, Adrian E. G. Huber, Ilya Kiselev, Shih-Chii Liu |
| 2018 | ISCAS | An event-driven probabilistic model of sound source localization using cochlea spikes. | Jithendar Anumula, Enea Ceolini, Zhe He, Adrian E. G. Huber, Shih-Chii Liu |
| 2018 | ISCAS | Conversion of analog to spiking neural networks using sparse temporal coding. | Bodo Rueckauer, Shih-Chii Liu |
| 2017 | ICASSP | Impact of low-precision deep regression networks on single-channel source separation. | Enea Ceolini, Shih-Chii Liu |
| 2017 | ICML | Delta Networks for Optimized Recurrent Network Computation. | Daniel Neil, Junhaeng Lee, Tobi Delbruck, Shih-Chii Liu |
| 2017 | ISCAS | Live demonstration: Event-driven real-time spoken digit recognition system. | Jithendar Anumula, Daniel Neil, Xiaoya Li, Tobi Delbruck, Shih-Chii Liu |
| 2017 | LCN | WHISPER: Wirelessly Synchronized Distributed Audio Sensor Platform. | Ilya Kiselev, Enea Ceolini, Daniel D. E. Wong, Alain de Cheveign, Shih-Chii Liu |
| 2016 | Interspeech | Monaural Source Separation Using a Random Forest Classifier. | Cosimo Riday, Saurabh Bhargava, Richard H. R. Hahnloser, Shih-Chii Liu |
| 2016 | ISCAS | Live demonstration: Event-driven deep neural network hardware system for sensor fusion. | Ilya Kiselev, Daniel Neil, Shih-Chii Liu |
| 2016 | ISCAS | Event-driven deep neural network hardware system for sensor fusion. | Ilya Kiselev, Daniel Neil, Shih-Chii Liu |
| 2016 | ISCAS | Combined frame- and event-based detection and tracking. | Hongjie Liu, Diederik Paul Moeys, Gautham P. Das, Daniel Neil, Shih-Chii Liu, Tobi Delbrck |
| 2016 | ISCAS | Effective sensor fusion with event-based sensors and deep network architectures. | Daniel Neil, Shih-Chii Liu |
| 2016 | SAC | Learning to be efficient: algorithms for training low-latency, low-compute deep spiking neural networks. | Daniel Neil, Michael Pfeiffer, Shih-Chii Liu |
| 2015 | IJCNN | Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing. | Peter U. Diehl, Daniel Neil, Jonathan Binas, Matthew Cook, Shih-Chii Liu, Michael Pfeiffer |
| 2015 | IJCNN | Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker. | Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber |
| 2015 | ISCAS | Scene stitching with event-driven sensors on a robot head platform. | Philipp Klein, Jrg Conradt, Shih-Chii Liu |
| 2015 | ISCAS | Design of an RGBW color VGA rolling and global shutter dynamic and active-pixel vision sensor. | Cheng-Han Li, Christian Brandli, Raphael Berner, Hongjie Liu, Minhao Yang, Shih-Chii Liu, Tobi Delbruck |
| 2015 | ISCAS | Design of a spatiotemporal correlation filter for event-based sensors. | Hongjie Liu, Christian Brandli, Cheng-Han Li, Shih-Chii Liu, Tobi Delbruck |
| 2015 | ISCAS | Current-mode automated quality control cochlear resonator for bird identity tagging. | Diederik Paul Moeys, Tobias Delbrck, Shih-Chii Liu |
| 2015 | ISCAS | Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker. | Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber |
| 2014 | ISCAS | Live demonstration: The "DAVIS" Dynamic and Active-Pixel Vision Sensor. | Christian Brandli, Raphael Berner, Minhao Yang, Shih-Chii Liu, V. Villeneuva, Tobi Delbruck |
| 2014 | ISCAS | Improved margin multi-class classification using dendritic neurons with morphological learning. | Shaista Hussain, Shih-Chii Liu, Arindam Basu |
| 2014 | ISCAS | 1kHz 2D silicon retina motion sensor platform. | Andreas Steiner, Rico Moeckel, Reto Thurer, Dario Floreano, Tobi Delbruck, Shih-Chii Liu |
| 2014 | ISCAS | Comparison of spike encoding schemes in asynchronous vision sensors: Modeling and design. | Minhao Yang, Shih-Chii Liu, Tobi Delbruck |
| 2013 | IJCNN | Morphological learning: Increased memory capacity of neuromorphic systems with binary synapses exploiting AER based reconfiguration. | Shaista Hussain, Roshan Gopalakrishnan, Arindam Basu, Shih-Chii Liu |
| 2012 | ICASSP | A model of attention-driven scene analysis. | Malcolm Slaney, Trevor Agus, Shih-Chii Liu, Emine Merve Kaya, Mounya Elhilali |
| 2012 | ISCAS | Real-time speaker identification using the AEREAR2 event-based silicon cochlea. | Cheng-Han Li, Tobi Delbruck, Shih-Chii Liu |
| 2012 | ISCAS | Addressable current reference array with 170dB dynamic range. | Minhao Yang, Shih-Chii Liu, Cheng-Han Li, Tobi Delbruck |
| 2011 | ISCAS | Estimating the location of a sound source with a spike-timing localization algorithm. | Holger Finger, Shih-Chii Liu |
| 2011 | ISCAS | Mismatch reduction through dendritic nonlinearities in a 2D silicon dendritic neuron array. | Yingxue Wang, Shih-Chii Liu |
| 2010 | IROS | Approaches and databases for online calibration of binaural sound localization for robotic heads. | Holger Finger, Shih-Chii Liu, Paul Ruvolo, Javier R. Movellan |
| 2010 | ISCAS | Exploiting spike-based dynamics in a silicon cochlea for speaker identification. | Shantanu Chakrabartty, Shih-Chii Liu |
| 2010 | ISCAS | The use of spike-based representations for hardware audition systems. | Shih-Chii Liu, Nima Mesgarani, John G. Harris, Hynek Hermansky |
| 2010 | ISCAS | Event-based 64-channel binaural silicon cochlea with Q enhancement mechanisms. | Shih-Chii Liu, Andr van Schaik, Bradley A. Minch, Tobi Delbruck |
| 2010 | ISCAS | Motion detection using an aVLSI network of spiking neurons. | Yingxue Wang, Shih-Chii Liu |
| 2009 | ISCAS | Implementation of a Time-warping AER Mapper. | Alejandro Linares-Barranco, Francisco Gomez-Rodriguez, Gabriel Jimnez, Tobi Delbruck, Raphael Berner, Shih-Chii Liu |
| 2009 | ISCAS | Input Evoked Nonlinearities in Silicon Dendritic Circuits. | Yingxue Wang, Shih-Chii Liu |
| 2009 | ISCAS | Periodicity Detection and Localization using Spike Timing from the AER EAR. | Theodore Yu, Andrew Schwartz, John G. Harris, Malcolm Slaney, Shih-Chii Liu |
| 2008 | ISCAS | Temporally learning floating-gate VLSI synapses. | Shih-Chii Liu, Rico Moeckel |
| 2008 | ISCAS | Steering with an aVLSI motion detection chip. | Rico Moeckel, Roger Jaeggi, Shih-Chii Liu |
| 2007 | ISCAS | AER Auditory Filtering and CPG for Robot Control. | Francisco Gomez-Rodriguez, Alejandro Linares-Barranco, Lourdes Miro-Amarante, Shih-Chii Liu, Andr van Schaik, Ralph Etienne-Cummings, M. Anthony Lewis |
| 2007 | ISCAS | Motion Detection Circuits for a Time-To-Travel Algorithm. | Rico Moeckel, Shih-Chii Liu |
| 2007 | ISCAS | Quantifying Input and Output Spike Statistics of a Winner-Take-All Network in a Vision System. | Matthias Oster, Rodney J. Douglas, Shih-Chii Liu |
| 2007 | ISCAS | A Spike-Based Saccadic Recognition System. | Matthias Oster, Patrick Lichtsteiner, Tobi Delbruck, Shih-Chii Liu |
| 2006 | ISCAS | Spike response properties of an AER EAR. | Vincent Chan, Andr van Schaik, Shih-Chii Liu |
| 2006 | ISCAS | Feature competition in a spike-based winner-take-all VLSI network. | Shih-Chii Liu, Matthias Oster |
| 2006 | ISCAS | Programmable synaptic weights for an aVLSI network of spiking neurons. | Yingxue Wang, Shih-Chii Liu |
| 2005 | ICANN | A Hardware/Software Framework for Real-Time Spiking Systems. | Matthias Oster, Adrian M. Whatley, Shih-Chii Liu, Rodney J. Douglas |
| 2005 | ICRA | Robot Guidance with Neuromorphic Motion Sensors. | Lukas Reichel, David Liechti, Karl Presser, Shih-Chii Liu |
| 2005 | ISCAS | AER EAR: a matched silicon cochlea pair with address event representation interface. | Andr van Schaik, Shih-Chii Liu |
| 2004 | ISCAS | Spike synchronization in a network of silicon integrate-and-fire neurons. | Shih-Chii Liu, Rodney J. Douglas |
| 2003 | ISCAS | A silicon retina with controllable winner-take-all properties. | Shih-Chii Liu |
| 2003 | ISCAS | A wide-field direction-selective aVLSI spiking neuron. | Shih-Chii Liu |
| 2002 | ICANN | Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks. | Alessandro Usseglio Viretta, Stefano Fusi, Shih-Chii Liu |
| 1994 | ISCAS | Continuous-Time Adaptive Delay System. | Shih-Chii Liu, Carver Mead |
| 1989 | CVPR | Generalized smoothing networks in early vision. | Shih-Chii Liu, John G. Harris |