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Mahsa Shoaran
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2020 – today
- 2024
- [j12]Mohammad Ali Shaeri, Uisub Shin, Amitabh Yadav, Riccardo Caramellino, Gregor Rainer, Mahsa Shoaran:
A 2.46-mm2 Miniaturized Brain-Machine Interface (MiBMI) Enabling 31-Class Brain-to-Text Decoding. IEEE J. Solid State Circuits 59(11): 3566-3579 (2024) - [c35]Mohammad Kalbasi, Mohammad Ali 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: 532-536 - [c34]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. CICC 2024: 1-2 - [c33]Mahsa Shoaran, Uisub Shin, Mohammad Ali Shaeri:
Intelligent Neural Interfaces: An Emerging Era in Neurotechnology. CICC 2024: 1-7 - [c32]Arshia Afzal, Grigorios Chrysos, Volkan Cevher, Mahsa Shoaran:
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates. ICML 2024 - [c31]Mohammad Ali 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: 546-548 - [i15]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 abs/2405.04177 (2024) - [i14]Mahsa Shoaran, Uisub Shin, Mohammad Ali Shaeri:
Intelligent and Miniaturized Neural Interfaces: An Emerging Era in Neurotechnology. CoRR abs/2405.10780 (2024) - [i13]Mohammad Kalbasi, Mohammad Ali Shaeri, Vincent Alexandre Mendez, Solaiman Shokur, Silvestro Micera, Mahsa Shoaran:
Hardware-Efficient EMG Decoding for Next-Generation Hand Prostheses. CoRR abs/2405.20052 (2024) - [i12]Arshia Afzal, Grigorios Chrysos, Volkan Cevher, Mahsa Shoaran:
REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates. CoRR abs/2406.16906 (2024) - 2023
- [c30]Yasemin Engür, Mahsa Shoaran:
A 0.21-ps FOM Capacitor-Less Analog LDO with Dual-Range Load Current for Biomedical Applications. BioCAS 2023: 1-5 - [c29]Arman Zarei, Bingzhao Zhu, Mahsa Shoaran:
Enhancing Epileptic Seizure Detection with EEG Feature Embeddings. BioCAS 2023: 1-5 - [c28]Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran:
XTab: Cross-table Pretraining for Tabular Transformers. ICML 2023: 43181-43204 - [i11]Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li, George Karypis, Mahsa Shoaran:
XTab: Cross-table Pretraining for Tabular Transformers. CoRR abs/2305.06090 (2023) - [i10]Yasemin Engür, Mahsa Shoaran:
A 0.21-ps FOM Capacitor-Less Analog LDO with Dual-Range Load Current for Biomedical Applications. CoRR abs/2310.18998 (2023) - 2022
- [j11]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: 101718 (2022) - [j10]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): 3243-3257 (2022) - [c27]Mohammad Ali Shaeri, Arshia Afzal, Mahsa Shoaran:
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs. AICAS 2022: 190-193 - [c26]Xiaorang Guo, Mohammad Ali Shaeri, Mahsa Shoaran:
An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces. BioCAS 2022: 70-74 - [c25]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: 1-2 - [c24]Uisub Shin, Laxmeesha Somappa, Cong Ding, Yashwanth Vyza, Bingzhao Zhu, Alix Trouillet, Stéphanie P. Lacour, Mahsa Shoaran:
A 256-Channel 0.227µJ/class Versatile Brain Activity Classification and Closed-Loop Neuromodulation SoC with 0.004mm2-1.51 µW/channel Fast-Settling Highly Multiplexed Mixed-Signal Front-End. ISSCC 2022: 338-340 - [i9]Mohammad Ali Shaeri, Arshia Afzal, Mahsa Shoaran:
Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs. CoRR abs/2204.02362 (2022) - [i8]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 abs/2205.06090 (2022) - [i7]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 abs/2207.01060 (2022) - [i6]Xiaorang Guo, Mohammad Ali Shaeri, Mahsa Shoaran:
An Accurate and Hardware-Efficient Dual Spike Detector for Implantable Neural Interfaces. CoRR abs/2208.13432 (2022) - 2021
- [j9]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): 877-897 (2021) - [j8]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): 1720-1724 (2021) - [c23]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: 1-3 - [c22]Bingzhao Zhu, Mahsa Shoaran:
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. NER 2021: 181-184 - [c21]Bingzhao Zhu, Mahsa Shoaran:
Tree in Tree: from Decision Trees to Decision Graphs. NeurIPS 2021: 13707-13718 - [i5]Bingzhao Zhu, Mahsa Shoaran:
Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection. CoRR abs/2103.00606 (2021) - [i4]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 abs/2109.05848 (2021) - [i3]Bingzhao Zhu, Mahsa Shoaran:
Tree in Tree: from Decision Trees to Decision Graphs. CoRR abs/2110.00392 (2021) - 2020
- [j7]Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran:
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. IEEE Trans. Biomed. Circuits Syst. 14(4): 692-704 (2020) - [c20]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: 1259-1263 - [c19]Bingzhao Zhu, Uisub Shin, Mahsa Shoaran:
Closed-Loop Neural Interfaces with Embedded Machine Learning. ICECS 2020: 1-4 - [i2]Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran:
ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification. CoRR abs/2006.07900 (2020) - [i1]Bingzhao Zhu, Uisub Shin, Mahsa Shoaran:
Closed-Loop Neural Interfaces with Embedded Machine Learning. CoRR abs/2010.09457 (2020)
2010 – 2019
- 2019
- [j6]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: 1-14 (2019) - [c18]Bingzhao Zhu, Mahsa Shoaran:
Hardware-Efficient Seizure Detection. ACSSC 2019: 2040-2043 - [c17]Lin Yao, Mahsa Shoaran:
Enhanced Classification of Individual Finger Movements with ECoG. ACSSC 2019: 2063-2066 - [c16]Bingzhao Zhu, Milad Taghavi, Mahsa Shoaran:
Cost-Efficient Classification for Neurological Disease Detection. BioCAS 2019: 1-4 - [c15]Milad Taghavi, Mahsa Shoaran:
Hardware Complexity Analysis of Deep Neural Networks and Decision Tree Ensembles for Real-time Neural Data Classification. NER 2019: 407-410 - 2018
- [j5]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): 693-707 (2018) - [j4]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. 65-I(11): 3929-3941 (2018) - [c14]Lin Yao, Peter Brown, Mahsa Shoaran:
Resting Tremor Detection in Parkinson's Disease with Machine Learning and Kalman Filtering. BioCAS 2018: 1-4 - [c13]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: 3693-3696 - [c12]Taige Wang, Mahsa Shoaran, Azita Emami:
Towards Adaptive Deep Brain Stimulation in Parkinson'S Disease: Lfp-Based Feature Analysis and Classification. ICASSP 2018: 2536-2540 - 2016
- [c11]Mahsa Shoaran, Masoud Farivar, Azita Emami:
Hardware-friendly seizure detection with a boosted ensemble of shallow decision trees. EMBC 2016: 1826-1829 - [c10]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: 433-438 - [c9]Mahsa Shoaran, Masoud Shahshahani, Masoud Farivar, Joyel Almajano, Amirhossein Shahshahani, Alexandre Schmid, Anatol Bragin, Yusuf Leblebici, Azita Emami:
A 16-channel 1.1mm2 implantable seizure control SoC with sub-μW/channel consumption and closed-loop stimulation in 0.18µm CMOS. VLSI Circuits 2016: 1-2 - 2015
- [j3]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 62-II(2): 114-118 (2015) - [j2]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. 62-I(2): 458-467 (2015) - [c8]Luca Baldassarre, Cosimo Aprile, Mahsa Shoaran, Yusuf Leblebici, Volkan Cevher:
Structured sampling and recovery of iEEG signals. CAMSAP 2015: 269-272 - [c7]Mahsa Shoaran, Armin Tajalli, Massimo Alioto, Yusuf Leblebici:
Jitter analysis and measurement in subthreshold source-coupled differential ring oscillators. ISCAS 2015: 157-160 - 2014
- [j1]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): 857-870 (2014) - [c6]Mahsa Shoaran, Hossein Afshari, Alexandre Schmid:
A novel compressive sensing architecture for high-density biological signal recording. BioCAS 2014: 13-16 - [c5]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: 360-363 - [c4]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: 57-62 - 2013
- [c3]Mahdad Hosseini Kamal, Mahsa Shoaran, Yusuf Leblebici, Alexandre Schmid, Pierre Vandergheynst:
Compressive multichannel cortical signal recording. ICASSP 2013: 4305-4309 - [c2]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: 2191-2194 - 2012
- [c1]Mahsa Shoaran, Claudio Pollo, Yusuf Leblebici, Alexandre Schmid:
Design techniques and analysis of high-resolution neural recording systems targeting epilepsy focus localization. EMBC 2012: 5150-5153
Coauthor Index
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last updated on 2024-11-11 22:23 CET by the dblp team
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