Tinoosh Mohsenin
Orcid: 0000-0001-5551-2124
According to our database1,
Tinoosh Mohsenin
authored at least 135 papers
between 2003 and 2023.
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Bibliography
2023
MetaE2RL: Toward Meta-Reasoning for Energy-Efficient Multigoal Reinforcement Learning With Squeezed-Edge You Only Look Once.
IEEE Micro, 2023
Reg-TuneV2: A Hardware-Aware and Multiobjective Regression-Based Fine-Tuning Approach for Deep Neural Networks on Embedded Platforms.
IEEE Micro, 2023
CoRR, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach.
Proceedings of the 31st European Signal Processing Conference, 2023
HAC-POCD: Hardware-Aware Compressed Activity Monitoring and Fall Detector Edge POC Devices.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.
ACM Trans. Design Autom. Electr. Syst., 2022
Neuromorph. Comput. Eng., 2022
Efficient Language-Guided Reinforcement Learning for Resource-Constrained Autonomous Systems.
IEEE Micro, 2022
IEEE Des. Test, 2022
Automatic Detection of Respiratory Symptoms Using a Low-Power Multi-Input CNN Processor.
IEEE Des. Test, 2022
CoRR, 2022
TinyM<sup>2</sup>Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices.
CoRR, 2022
A Fast Network Exploration Strategy to Profile Low Energy Consumption for Keyword Spotting.
CoRR, 2022
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022
E2EdgeAI: Energy-Efficient Edge Computing for Deployment of Vision-Based DNNs on Autonomous Tiny Drones.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022
2021
Cyclic Sparsely Connected Architectures for Compact Deep Convolutional Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst., 2021
Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021
IEEE Open J. Circuits Syst., 2021
A Flexible Multichannel EEG Artifact Identification Processor using Depthwise-Separable Convolutional Neural Networks.
ACM J. Emerg. Technol. Comput. Syst., 2021
ACM J. Emerg. Technol. Comput. Syst., 2021
Guest Editorial Cross-Layer Designs, Methodologies, and Systems to Enable Micro AI for On-Device Intelligence.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021
A Survey on the Optimization of Neural Network Accelerators for Micro-AI On-Device Inference.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021
QS-NAS: Optimally Quantized Scaled Architecture Search to Enable Efficient On-Device Micro-AI.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021
Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks.
Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021
Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021
An Energy-Efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021
2020
Neural Networks for Pulmonary Disease Diagnosis using Auditory and Demographic Information.
CoRR, 2020
Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction.
CoRR, 2020
Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks.
CoRR, 2020
End-to-end Scalable and Low Power Multi-modal CNN for Respiratory-related Symptoms Detection.
Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020
Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks.
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020
Compressive Sensing Based Data Acquisition Architecture for Transient Stellar Events in Crowded Star Fields.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020
Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020
StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020
Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
Proceedings of the Workshop on Artificial Intelligence Safety, 2020
2019
SensorNet: A Scalable and Low-Power Deep Convolutional Neural Network for Multimodal Data Classification.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019
J. Parallel Distributed Comput., 2019
ACM J. Emerg. Technol. Comput. Syst., 2019
CoRR, 2019
Minimizing Classification Energy of Binarized Neural Network Inference for Wearable Devices.
Proceedings of the 20th International Symposium on Quality Electronic Design, 2019
Proceedings of the 48th International Conference on Parallel Processing, 2019
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019
Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
XPPE: cross-platform performance estimation of hardware accelerators using machine learning.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019
Proceedings of the Security and Fault Tolerance in Internet of Things, 2019
2018
An Energy-Efficient Programmable Manycore Accelerator for Personalized Biomedical Applications.
IEEE Trans. Very Large Scale Integr. Syst., 2018
IEEE Trans. Very Large Scale Integr. Syst., 2018
ACM Trans. Embed. Comput. Syst., 2018
IEEE Trans. Circuits Syst. II Express Briefs, 2018
A Low-Power Wearable Stand-Alone Tongue Drive System for People With Severe Disabilities.
IEEE Trans. Biomed. Circuits Syst., 2018
J. Parallel Distributed Comput., 2018
ACM J. Emerg. Technol. Comput. Syst., 2018
Proceedings of the 31st IEEE International System-on-Chip Conference, 2018
Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
SCALENet: A SCalable Low power AccELerator for Real-time Embedded Deep Neural Networks.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018
2017
IEEE Trans. Circuits Syst. I Regul. Pap., 2017
SPARCNet: A Hardware Accelerator for Efficient Deployment of Sparse Convolutional Networks.
ACM J. Emerg. Technol. Comput. Syst., 2017
PACENet: Energy efficient acceleration for convolutional network on embedded platform.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
An EEG artifact identification embedded system using ICA and multi-instance learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
2016
Real-Time Anomaly Detection Framework for Many-Core Router through Machine-Learning Techniques.
ACM J. Emerg. Technol. Comput. Syst., 2016
Architecture Exploration for Energy-Efficient Embedded Vision Applications: From General Purpose Processor to Domain Specific Accelerator.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016
Proceedings of the 17th International Symposium on Quality Electronic Design, 2016
Wearable seizure detection using convolutional neural networks with transfer learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016
Proceedings of the 2016 IEEE International Symposium on Hardware Oriented Security and Trust, 2016
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016
2015
IEEE Trans. Circuits Syst. II Express Briefs, 2015
IEEE Trans. Circuits Syst. II Express Briefs, 2015
Accelerating compressive sensing reconstruction OMP algorithm with CPU, GPU, FPGA and domain specific many-core.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
An ultra low power feature extraction and classification system for wearable seizure detection.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Utilizing deep neural nets for an embedded ECG-based biometric authentication system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
A low power seizure detection processor based on direct use of compressively-sensed data and employing a deterministic random matrix.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
Live demonstration: Towards an ultra low power on-board processor for Tongue Drive System.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2014
Polarization-insensitive phase-transmultiplexing of CSRZ-OOK and RZ-BPSK to RZ-QPSK via XPM in a PCF.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014
Energy-efficient mapping of biomedical applications on domain-specific accelerator under process variation.
Proceedings of the International Symposium on Low Power Electronics and Design, 2014
A parallel and reconfigurable architecture for efficient OMP compressive sensing reconstruction.
Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014
Reconfigurable STT-NV LUT-based functional units to improve performance in general-purpose processors.
Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014
Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Deep Belief Networks Used on High Resolution Multichannel Electroencephalography Data for Seizure Detection.
Proceedings of the 2014 AAAI Spring Symposia, 2014
2013
VLSI Design, 2013
Proceedings of the International Symposium on Quality Electronic Design, 2013
Proceedings of the International Conference on Computing, Networking and Communications, 2013
An efficient & reconfigurable FPGA and ASIC implementation of a spectral Doppler ultrasound imaging system.
Proceedings of the 24th International Conference on Application-Specific Systems, 2013
2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
J. Signal Process. Syst., 2010
A Low-Complexity Message-Passing Algorithm for Reduced Routing Congestion in LDPC Decoders.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
2009
IEEE J. Solid State Circuits, 2009
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of IEEE International Conference on Communications, 2009
2008
J. Signal Process. Syst., 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
A Scalable Dual-Clock FIFO for Data Transfers Between Arbitrary and Haltable Clock Domains.
IEEE Trans. Very Large Scale Integr. Syst., 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the 2006 IEEE International Solid State Circuits Conference, 2006
Proceedings of the 24th International Conference on Computer Design (ICCD 2006), 2006
Proceedings of the 2006 IEEE Hot Chips 18 Symposium (HCS), 2006
2003
Proceedings of the 2003 International Conference on Microelectronics Systems Education, 2003