Mahsa Shoaran

72 papers A* 3A 1C 2Misc 5Journal 35Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
A High-Efficiency Magnetoelectric Power Link With a Load-Adaptive CMOS Rectifier for Miniaturized Implants.
IEEE Solid State Circuits Lett.
Yasemin Engür, Mingxiang Gao, Niels Kuster, Mahsa Shoaran
2026 J jnl
BrainDistill: Implantable Motor Decoding with Task-Specific Knowledge Distillation.
CoRR
Yuhan Xie, Jinhan Liu, Xiaoyong Ni, Fei Tan, Icare Sakr, Thibault Collin, Shiqi Sun, Alejandro Rodriguez Guajardo, Demon Fanny, Charles-François Vincent Latchoumane, Henri Lorach, Jocelyne Bloch, Grégoire Courtine, Mahsa Shoaran
2025 J jnl
A 49.8-mm² IR-UWB Transmitter With Co-Designed Power Amplifier and Antenna for Neural Implants With Extended Transmission Range.
IEEE J. Solid State Circuits
Cong Ding, Mingxiang Gao, Anja K. Skrivervik, Mahsa Shoaran
2025 J jnl
BiND: A Neural Discriminator-Decoder for Accurate Bimanual Trajectory Prediction in Brain-Computer Interfaces.
CoRR
Timothee Robert, Mohammad Ali Shaeri, Mahsa Shoaran
2025 — conf
Integrating Neural Interfaces with Machine Learning: Enabling Self-Sufficient and Ubiquitous Prosthetic and Diagnostic Devices.
NewCAS
Mohammad Ali Shaeri, Jinhan Liu, Mahsa Shoaran
2025 J jnl
Linear Attention for Efficient Bidirectional Sequence Modeling.
CoRR
Arshia Afzal, Elías Abad-Rocamora, Leyla Naz Candogan, Pol Puigdemont, Francesco Tonin, Yongtao Wu, Mahsa Shoaran, Volkan Cevher
2025 J jnl
MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection.
CoRR
Arshia Afzal, Volkan Cevher, Mahsa Shoaran
2025 J jnl
Machine-Learning-Powered Neural Interfaces for Smart Prosthetics and Diagnostics.
CoRR
Mohammad Ali Shaeri, Jinhan Liu, Mahsa Shoaran
2025 J jnl
rETF-semiSL: Semi-Supervised Learning for Neural Collapse in Temporal Data.
CoRR
Yuhan Xie, William Cappelletti, Mahsa Shoaran, Pascal Frossard
2024 — conf
33.3 MiBMI: A 192/512-Channel 2.46mm² Miniaturized Brain-Machine Interface Chipset Enabling 31-Class Brain-to-Text Conversion Through Distinctive Neural Codes.
ISSCC
Mohammad Ali Shaeri, Uisub Shin, Amitabh Yadav, Riccardo Caramellino, Gregor Rainer, Mahsa Shoaran
2024 J jnl
A 2.46-mm
IEEE J. Solid State Circuits
Mohammad Ali Shaeri, Uisub Shin, Amitabh Yadav, Riccardo Caramellino, Gregor Rainer, Mahsa Shoaran
2024 — conf
A 49.8mm
CICC
Cong Ding, Mingxiang Gao, Anja K. Skrivervik, Mahsa Shoaran
2024 J jnl
A 49.8mm2 Fully Integrated, 1.5m Transmission-Range, High-Data-Rate IR-UWB Transmitter for Brain Implants.
CoRR
Cong Ding, Mingxiang Gao, Anja K. Skrivervik, Mahsa Shoaran
2024 — conf
A Hardware-Efficient EMG Decoder with an Attractor-based Neural Network for Next-Generation Hand Prostheses.
AICAS
Mohammad Kalbasi, Mohammad Ali Shaeri, Vincent Alexandre Mendez, Solaiman Shokur, Silvestro Micera, Mahsa Shoaran
2024 J jnl
Hardware-Efficient EMG Decoding for Next-Generation Hand Prostheses.
CoRR
Mohammad Kalbasi, Mohammad Ali Shaeri, Vincent Alexandre Mendez, Solaiman Shokur, Silvestro Micera, Mahsa Shoaran
2024 — conf
Intelligent Neural Interfaces: An Emerging Era in Neurotechnology.
CICC
Mahsa Shoaran, Uisub Shin, Mohammad Ali Shaeri
2024 J jnl
Intelligent and Miniaturized Neural Interfaces: An Emerging Era in Neurotechnology.
CoRR
Mahsa Shoaran, Uisub Shin, Mohammad Ali Shaeri
2024 — conf
Method for Synthetic Generation of LFP Data for Testing of Feature Extraction Algorithms
EMBC
Heather J. Breidenbach, Virginia Woods, Uisub Shin, Evan M. Dastin-van Rijn, Mahsa Shoaran, Alik S. Widge
2024 A* conf
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates.
ICML
Arshia Afzal, Grigorios Chrysos, Volkan Cevher, Mahsa Shoaran
2024 J jnl
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates.
CoRR
Arshia Afzal, Grigorios Chrysos, Volkan Cevher, Mahsa Shoaran
2023 — conf
A 0.21-ps FOM Capacitor-Less Analog LDO with Dual-Range Load Current for Biomedical Applications.
BioCAS
Yasemin Engür, Mahsa Shoaran
2023 J jnl
A 0.21-ps FOM Capacitor-Less Analog LDO with Dual-Range Load Current for Biomedical Applications.
CoRR
Yasemin Engür, Mahsa Shoaran
2023 — conf
Enhancing Epileptic Seizure Detection with EEG Feature Embeddings.
BioCAS
Arman Zarei, Bingzhao Zhu, Mahsa Shoaran
2023 A* conf
XTab: Cross-table Pretraining for Tabular Transformers.
ICML
Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
2023 J jnl
XTab: Cross-table Pretraining for Tabular Transformers.
CoRR
Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
2022 — conf
A 16-Channel 60µW Neural Synchrony Processor for Multi-Mode Phase-Locked Neurostimulation.
CICC
Uisub Shin, Cong Ding, Laxmeesha Somappa, Virginia Woods, Alik S. Widge, Mahsa Shoaran
2022 J jnl
A 16-Channel Low-Power Neural Connectivity Extraction and Phase-Locked Deep Brain Stimulation SoC.
CoRR
Uisub Shin, Cong Ding, Virginia Woods, Alik S. Widge, Mahsa Shoaran
2022 — conf
A 256-Channel 0.227µJ/class Versatile Brain Activity Classification and Closed-Loop Neuromodulation SoC with 0.004mm
ISSCC
Uisub Shin, Laxmeesha Somappa, Cong Ding, Yashwanth Vyza, Bingzhao Zhu, Alix Trouillet, Stéphanie P. Lacour, Mahsa Shoaran
2022 — conf
An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces.
BioCAS
Xiaorang Guo, Mohammad Ali Shaeri, Mahsa Shoaran
2022 J jnl
An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces.
CoRR
Xiaorang Guo, Mohammad Ali Shaeri, Mahsa Shoaran
2022 — conf
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs.
AICAS
Mohammad Ali Shaeri, Arshia Afzal, Mahsa Shoaran
2022 J jnl
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs.
CoRR
Mohammad Ali Shaeri, Arshia Afzal, Mahsa Shoaran
2022 J jnl
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study.
Adv. Eng. Informatics
Bingzhao Zhu, Jesus G. Cruz-Garza, Qi Yang, Mahsa Shoaran, Saleh Kalantari
2022 J jnl
NeuralTree: A 256-Channel 0.227-μJ/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC.
IEEE J. Solid State Circuits
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran
2022 J jnl
NeuralTree: A 256-Channel 0.227μJ/class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC.
CoRR
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran
2021 J jnl
A Low Power Multi-Class Migraine Detection Processor Based on Somatosensory Evoked Potentials.
IEEE Trans. Circuits Syst. II Express Briefs
Zain Taufique, Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran, Muhammad Awais Bin Altaf
2021 — conf
An 8.7 μJ/class. FFT accelerator and DNN-based configurable SoC for Multi-Class Chronic Neurological Disorder Detection.
A-SSCC
Zain Taufique, Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran, Wala Saadeh, Muhammad Awais Bin Altaf
2021 J jnl
Closed-Loop Neural Prostheses With On-Chip Intelligence: A Review and a Low-Latency Machine Learning Model for Brain State Detection.
IEEE Trans. Biomed. Circuits Syst.
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
2021 J jnl
Closed-Loop Neural Prostheses with On-Chip Intelligence: A Review and A Low-Latency Machine Learning Model for Brain State Detection.
CoRR
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
2021 A* conf
Tree in Tree: from Decision Trees to Decision Graphs.
NeurIPS
Bingzhao Zhu, Mahsa Shoaran
2021 J jnl
Tree in Tree: from Decision Trees to Decision Graphs.
CoRR
Bingzhao Zhu, Mahsa Shoaran
2021 — conf
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection.
NER
Bingzhao Zhu, Mahsa Shoaran
2021 J jnl
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection.
CoRR
Bingzhao Zhu, Mahsa Shoaran
2020 — conf
Closed-Loop Neural Interfaces with Embedded Machine Learning.
ICECS
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
2020 J jnl
Closed-Loop Neural Interfaces with Embedded Machine Learning.
CoRR
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
2020 Misc conf
Mental Fatigue Prediction from Multi-Channel ECOG Signal.
ICASSP
Lin Yao, Jonathan L. Baker, Jae-Wook Ryou, Nicholas D. Schiff, Keith P. Purpura, Mahsa Shoaran
2020 J jnl
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification.
CoRR
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran
2020 J jnl
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification.
IEEE Trans. Biomed. Circuits Syst.
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran
2019 — conf
Cost-Efficient Classification for Neurological Disease Detection.
BioCAS
Bingzhao Zhu, Milad Taghavi, Mahsa Shoaran
2019 Misc conf
Enhanced Classification of Individual Finger Movements with ECoG.
ACSSC
Lin Yao, Mahsa Shoaran
2019 — conf
Hardware Complexity Analysis of Deep Neural Networks and Decision Tree Ensembles for Real-time Neural Data Classification.
NER
Milad Taghavi, Mahsa Shoaran
2019 Misc conf
Hardware-Efficient Seizure Detection.
ACSSC
Bingzhao Zhu, Mahsa Shoaran
2019 J jnl
Neural variability quenching during decision-making: Neural individuality and its prestimulus complexity.
NeuroImage
Annemarie Wolff, Lin Yao, Javier Gomez-Pilar, Mahsa Shoaran, Ning Jiang, Georg Northoff
2018 — conf
A 41.2 nJ/class, 32-Channel On-Chip Classifier for Epileptic Seizure Detection.
EMBC
Milad Taghavi, Benyamin Allahgholizadeh Haghi, Masoud Farivar, Mahsa Shoaran, Azita Emami
2018 J jnl
Adaptive Learning-Based Compressive Sampling for Low-power Wireless Implants.
IEEE Trans. Circuits Syst. I Regul. Pap.
Cosimo Aprile, Kerim Türe, Luca Baldassarre, Mahsa Shoaran, Gürkan Yilmaz, Franco Maloberti, Catherine Dehollain, Yusuf Leblebici, Volkan Cevher
2018 J jnl
Energy-Efficient Classification for Resource-Constrained Biomedical Applications.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Mahsa Shoaran, Benyamin Allahgholizadeh Haghi, Milad Taghavi, Masoud Farivar, Azita Emami-Neyestanak
2018 — conf
Resting Tremor Detection in Parkinson's Disease with Machine Learning and Kalman Filtering.
BioCAS
Lin Yao, Peter Brown, Mahsa Shoaran
2018 Misc conf
Towards Adaptive Deep Brain Stimulation in Parkinson'S Disease: Lfp-Based Feature Analysis and Classification.
ICASSP
Taige Wang, Mahsa Shoaran, Azita Emami
2016 — conf
A 16-channel 1.1mm
VLSI Circuits
Mahsa Shoaran, Masoud Shahshahani, Masoud Farivar, Joyel Almajano, Amirhossein Shahshahani, Alexandre Schmid, Anatol Bragin, Yusuf Leblebici, Azita Emami
2016 — conf
Hardware-friendly seizure detection with a boosted ensemble of shallow decision trees.
EMBC
Mahsa Shoaran, Masoud Farivar, Azita Emami
2016 — conf
Learning-Based Near-Optimal Area-Power Trade-offs in Hardware Design for Neural Signal Acquisition.
ACM Great Lakes Symposium on VLSI
Cosimo Aprile, Luca Baldassarre, Vipul Gupta, Juhwan Yoo, Mahsa Shoaran, Yusuf Leblebici, Volkan Cevher
2015 J jnl
A Fully Integrated IC With 0.85-μW/Channel Consumption for Epileptic iEEG Detection.
IEEE Trans. Circuits Syst. II Express Briefs
Mahsa Shoaran, Claudio Pollo, Kaspar Schindler, Alexandre Schmid
2015 J jnl
Analysis and Characterization of Variability in Subthreshold Source-Coupled Logic Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mahsa Shoaran, Armin Tajalli, Massimo Alioto, Alexandre Schmid, Yusuf Leblebici
2015 C conf
Jitter analysis and measurement in subthreshold source-coupled differential ring oscillators.
ISCAS
Mahsa Shoaran, Armin Tajalli, Massimo Alioto, Yusuf Leblebici
2015 — conf
Structured sampling and recovery of iEEG signals.
CAMSAP
Luca Baldassarre, Cosimo Aprile, Mahsa Shoaran, Yusuf Leblebici, Volkan Cevher
2014 — conf
A novel compressive sensing architecture for high-density biological signal recording.
BioCAS
Mahsa Shoaran, Hossein Afshari, Alexandre Schmid
2014 J jnl
Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition.
IEEE Trans. Biomed. Circuits Syst.
Mahsa Shoaran, Mahdad Hosseini Kamal, Claudio Pollo, Pierre Vandergheynst, Alexandre Schmid
2014 — conf
In-vivo validation of a compact inductively-powered neural recording interface.
BioCAS
Mahsa Shoaran, Gürkan Yilmaz, Ramesh Periasamy, Stefanie Seiler, Stefano Di Santo, Claudio Pollo, Kaspar Schindler, Hans Rudolf Widmer, Catherine Dehollain, Alexandre Schmid
2014 A conf
Tunnel FET-based ultra-low power, low-noise amplifier design for bio-signal acquisition.
ISLPED
Huichu Liu, Mahsa Shoaran, Xueqing Li, Suman Datta, Alexandre Schmid, Vijaykrishnan Narayanan
2013 C conf
A low-power area-efficient compressive sensing approach for multi-channel neural recording.
ISCAS
Mahsa Shoaran, Mariazel Maqueda Lopez, Vijaya Sankara Rao Pasupureddi, Yusuf Leblebici, Alexandre Schmid
2013 Misc conf
Compressive multichannel cortical signal recording.
ICASSP
Mahdad Hosseini Kamal, Mahsa Shoaran, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst
2012 — conf
Design techniques and analysis of high-resolution neural recording systems targeting epilepsy focus localization.
EMBC
Mahsa Shoaran, Claudio Pollo, Yusuf Leblebici, Alexandre Schmid