Mahsa Shoaran

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 49

Top Topics

Deep Brain Stimulation

Compressive Sampling

Signal Acquisition

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Mahsa Shoaran, Uisub Shin, MohammadAli Shaeri
Intelligent and Miniaturized Neural Interfaces: An Emerging Era in Neurotechnology. CoRR (2024)
Arshia Afzal, Grigorios Chrysos, Volkan Cevher, Mahsa Shoaran
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates. CoRR (2024)
Cong Ding, Mingxiang Gao, Anja K. Skrivervik, Mahsa Shoaran
Fully Integrated, 1.5m Transmission-Range, High-Data-Rate IR-UWB Transmitter for Brain Implants. CICC (2024)
Cong Ding, Mingxiang Gao, Anja K. Skrivervik, Mahsa Shoaran
A 49.8mm2 Fully Integrated, 1.5m Transmission-Range, High-Data-Rate IR-UWB Transmitter for Brain Implants. CoRR (2024)
MohammadAli Shaeri, Uisub Shin, Amitabh Yadav, Riccardo Caramellino, Gregor Rainer, Mahsa Shoaran
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 (2024)
Mohammad Kalbasi, MohammadAli Shaeri, Vincent Alexandre Mendez, Solaiman Shokur, Silvestro Micera, Mahsa Shoaran
A Hardware-Efficient EMG Decoder with an Attractor-based Neural Network for Next-Generation Hand Prostheses. AICAS (2024)
Mahsa Shoaran, Uisub Shin, MohammadAli Shaeri
Intelligent Neural Interfaces: An Emerging Era in Neurotechnology. CICC (2024)
Mohammad Kalbasi, MohammadAli Shaeri, Vincent Alexandre Mendez, Solaiman Shokur, Silvestro Micera, Mahsa Shoaran
Hardware-Efficient EMG Decoding for Next-Generation Hand Prostheses. CoRR (2024)
Arman Zarei, Bingzhao Zhu, Mahsa Shoaran
Enhancing Epileptic Seizure Detection with EEG Feature Embeddings. BioCAS (2023)
Yasemin Engür, Mahsa Shoaran
A 0.21-ps FOM Capacitor-Less Analog LDO with Dual-Range Load Current for Biomedical Applications. CoRR (2023)
Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
XTab: Cross-table Pretraining for Tabular Transformers. ICML (2023)
Yasemin Engür, Mahsa Shoaran
A 0.21-ps FOM Capacitor-Less Analog LDO with Dual-Range Load Current for Biomedical Applications. BioCAS (2023)
Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran
XTab: Cross-table Pretraining for Tabular Transformers. CoRR (2023)
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran
NeuralTree: A 256-Channel 0.227-μJ/Class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC. IEEE J. Solid State Circuits 57 (11) (2022)
MohammadAli Shaeri, Arshia Afzal, Mahsa Shoaran
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs. CoRR (2022)
Xiaorang Guo, MohammadAli Shaeri, Mahsa Shoaran
An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces. CoRR (2022)
Bingzhao Zhu, Jesus G. Cruz-Garza, Qi Yang, Mahsa Shoaran, Saleh Kalantari
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study. Adv. Eng. Informatics 54 (2022)
MohammadAli Shaeri, Arshia Afzal, Mahsa Shoaran
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs. AICAS (2022)
Uisub Shin, Cong Ding, Bingzhao Zhu, Yashwanth Vyza, Alix Trouillet, Emilie C. M. Revol, Stéphanie P. Lacour, Mahsa Shoaran
NeuralTree: A 256-Channel 0.227μJ/class Versatile Neural Activity Classification and Closed-Loop Neuromodulation SoC. CoRR (2022)
Uisub Shin, Laxmeesha Somappa, Cong Ding, Yashwanth Vyza, Bingzhao Zhu, Alix Trouillet, Stéphanie P. Lacour, Mahsa Shoaran
-1.51 µW/channel Fast-Settling Highly Multiplexed Mixed-Signal Front-End. ISSCC (2022)
Uisub Shin, Cong Ding, Virginia Woods, Alik S. Widge, Mahsa Shoaran
A 16-Channel Low-Power Neural Connectivity Extraction and Phase-Locked Deep Brain Stimulation SoC. CoRR (2022)
Uisub Shin, Cong Ding, Laxmeesha Somappa, Virginia Woods, Alik S. Widge, Mahsa Shoaran
A 16-Channel 60µW Neural Synchrony Processor for Multi-Mode Phase-Locked Neurostimulation. CICC (2022)
Xiaorang Guo, MohammadAli Shaeri, Mahsa Shoaran
An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces. BioCAS (2022)
Bingzhao Zhu, Mahsa Shoaran
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. CoRR (2021)
Bingzhao Zhu, Mahsa Shoaran
Tree in Tree: from Decision Trees to Decision Graphs. CoRR (2021)
Zain Taufique, Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran, Muhammad Awais Bin Altaf
A Low Power Multi-Class Migraine Detection Processor Based on Somatosensory Evoked Potentials. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
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. 15 (5) (2021)
Bingzhao Zhu, Mahsa Shoaran
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. NER (2021)
Bingzhao Zhu, Mahsa Shoaran
Tree in Tree: from Decision Trees to Decision Graphs. NeurIPS (2021)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Prostheses with On-Chip Intelligence: A Review and A Low-Latency Machine Learning Model for Brain State Detection. CoRR (2021)
Zain Taufique, Bingzhao Zhu, Gianluca Coppola, Mahsa Shoaran, Wala Saadeh, Muhammad Awais Bin Altaf
An 8.7 μJ/class. FFT accelerator and DNN-based configurable SoC for Multi-Class Chronic Neurological Disorder Detection. A-SSCC (2021)
Lin Yao, Jonathan L. Baker, Jae-Wook Ryou, Nicholas D. Schiff, Keith P. Purpura, Mahsa Shoaran
Mental Fatigue Prediction from Multi-Channel ECOG Signal. ICASSP (2020)
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. IEEE Trans. Biomed. Circuits Syst. 14 (4) (2020)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Interfaces with Embedded Machine Learning. CoRR (2020)
Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. CoRR (2020)
Bingzhao Zhu, Uisub Shin, Mahsa Shoaran
Closed-Loop Neural Interfaces with Embedded Machine Learning. ICECS (2020)
Milad Taghavi, Mahsa Shoaran
Hardware Complexity Analysis of Deep Neural Networks and Decision Tree Ensembles for Real-time Neural Data Classification. NER (2019)
Bingzhao Zhu, Milad Taghavi, Mahsa Shoaran
Cost-Efficient Classification for Neurological Disease Detection. BioCAS (2019)
Annemarie Wolff, Lin Yao, Javier Gomez-Pilar, Mahsa Shoaran, Ning Jiang, Georg Northoff
Neural variability quenching during decision-making: Neural individuality and its prestimulus complexity. NeuroImage 192 (2019)
Bingzhao Zhu, Mahsa Shoaran
Hardware-Efficient Seizure Detection. ACSSC (2019)
Lin Yao, Mahsa Shoaran
Enhanced Classification of Individual Finger Movements with ECoG. ACSSC (2019)
Taige Wang, Mahsa Shoaran, Azita Emami
Towards Adaptive Deep Brain Stimulation in Parkinson'S Disease: Lfp-Based Feature Analysis and Classification. ICASSP (2018)
Milad Taghavi, Benyamin Allahgholizadeh Haghi, Masoud Farivar, Mahsa Shoaran, Azita Emami
A 41.2 nJ/class, 32-Channel On-Chip Classifier for Epileptic Seizure Detection. EMBC (2018)
Cosimo Aprile, Kerim Türe, Luca Baldassarre, Mahsa Shoaran, Gürkan Yilmaz, Franco Maloberti, Catherine Dehollain, Yusuf Leblebici, Volkan Cevher
Adaptive Learning-Based Compressive Sampling for Low-power Wireless Implants. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2018)
Lin Yao, Peter Brown, Mahsa Shoaran
Resting Tremor Detection in Parkinson's Disease with Machine Learning and Kalman Filtering. BioCAS (2018)
Mahsa Shoaran, Benyamin Allahgholizadeh Haghi, Milad Taghavi, Masoud Farivar, Azita Emami-Neyestanak
Energy-Efficient Classification for Resource-Constrained Biomedical Applications. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Mahsa Shoaran, Masoud Shahshahani, Masoud Farivar, Joyel Almajano, Amirhossein Shahshahani, Alexandre Schmid, Anatol Bragin, Yusuf Leblebici, Azita Emami
implantable seizure control SoC with sub-μW/channel consumption and closed-loop stimulation in 0.18µm CMOS. VLSI Circuits (2016)
Cosimo Aprile, Luca Baldassarre, Vipul Gupta, Juhwan Yoo, Mahsa Shoaran, Yusuf Leblebici, Volkan Cevher
Learning-Based Near-Optimal Area-Power Trade-offs in Hardware Design for Neural Signal Acquisition. ACM Great Lakes Symposium on VLSI (2016)
Mahsa Shoaran, Masoud Farivar, Azita Emami
Hardware-friendly seizure detection with a boosted ensemble of shallow decision trees. EMBC (2016)
Mahsa Shoaran, Armin Tajalli, Massimo Alioto, Alexandre Schmid, Yusuf Leblebici
Analysis and Characterization of Variability in Subthreshold Source-Coupled Logic Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2015)
Mahsa Shoaran, Armin Tajalli, Massimo Alioto, Yusuf Leblebici
Jitter analysis and measurement in subthreshold source-coupled differential ring oscillators. ISCAS (2015)
Mahsa Shoaran, Claudio Pollo, Kaspar Schindler, Alexandre Schmid
A Fully Integrated IC With 0.85-μW/Channel Consumption for Epileptic iEEG Detection. IEEE Trans. Circuits Syst. II Express Briefs (2) (2015)
Luca Baldassarre, Cosimo Aprile, Mahsa Shoaran, Yusuf Leblebici, Volkan Cevher
Structured sampling and recovery of iEEG signals. CAMSAP (2015)
Huichu Liu, Mahsa Shoaran, Xueqing Li, Suman Datta, Alexandre Schmid, Vijaykrishnan Narayanan
Tunnel FET-based ultra-low power, low-noise amplifier design for bio-signal acquisition. ISLPED (2014)
Mahsa Shoaran, Hossein Afshari, Alexandre Schmid
A novel compressive sensing architecture for high-density biological signal recording. BioCAS (2014)
Mahsa Shoaran, Mahdad Hosseini Kamal, Claudio Pollo, Pierre Vandergheynst, Alexandre Schmid
Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition. IEEE Trans. Biomed. Circuits Syst. 8 (6) (2014)
Mahsa Shoaran, Gürkan Yilmaz, Ramesh Periasamy, Stefanie Seiler, Stefano Di Santo, Claudio Pollo, Kaspar Schindler, Hans Rudolf Widmer, Catherine Dehollain, Alexandre Schmid
In-vivo validation of a compact inductively-powered neural recording interface. BioCAS (2014)
Mahsa Shoaran, Mariazel Maqueda Lopez, Vijaya Sankara Rao Pasupureddi, Yusuf Leblebici, Alexandre Schmid
A low-power area-efficient compressive sensing approach for multi-channel neural recording. ISCAS (2013)
Mahdad Hosseini Kamal, Mahsa Shoaran, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst
Compressive multichannel cortical signal recording. ICASSP (2013)
Mahsa Shoaran, Claudio Pollo, Yusuf Leblebici, Alexandre Schmid
Design techniques and analysis of high-resolution neural recording systems targeting epilepsy focus localization. EMBC (2012)