Search Results - "Pourtaherian, Arash"

Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators by Bamberg, Lennart, Pourtaherian, Arash, Waeijen, Luc, Chahar, Anupam, Moreira, Orlando

“…Manufacturing-viable neuromorphic chips require novel compute architectures to achieve the massively parallel and efficient information processing the brain…”
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Mask-MCNet: Tooth instance segmentation in 3D point clouds of intra-oral scans by Zanjani, Farhad Ghazvinian, Pourtaherian, Arash, Zinger, Svitlana, Moin, David Anssari, Claessen, Frank, Cherici, Teo, Parinussa, Sarah, de With, Peter H.N.

“…Computational dentistry uses computerized methods and mathematical models for dental image analysis. One of the fundamental problems in computational dentistry…”
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CATS: Combined Activation and Temporal Suppression for Efficient Network Inference by Zhu, Zeqi, Pourtaherian, Arash, Waeijen, Luc, Akkaya, Ibrahim Batuhan, Bondarev, Egor, Moreira, Orlando

“…Brain-inspired event-driven processors execute deep neural networks (DNNs) in a sparsity-aware manner, leading to superior performance compared to conventional…”
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ARTS: An adaptive regularization training schedule for activation sparsity exploration by Zhu, Zeqi, Pourtaherian, Arash, Waeijen, Luc, Bamberg, Lennart, Bondarev, Egor, Moreira, Orlando

“…Brain-inspired event-based processors have attracted considerable attention for edge deployment because of their ability to efficiently process Convolutional…”
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Medical Instrument Detection in 3-Dimensional Ultrasound Data Volumes by Pourtaherian, Arash, Scholten, Harm J., Kusters, Lieneke, Zinger, Svitlana, Mihajlovic, Nenad, Kolen, Alexander F., Zuo, Fei, Ng, Gary C., Korsten, Hendrikus H. M., de With, Peter H. N.

“…Ultrasound-guided medical interventions are broadly applied in diagnostics and therapy, e.g., regional anesthesia or ablation. A guided intervention using 2-D…”
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Infant Monitoring System for Real-Time and Remote Discomfort Detection by Li, Cheng, Pourtaherian, Arash, van Onzenoort, Lonneke, Tjon a Ten, Walter E., de With, Peter H. N.

“…Infant monitoring is very important in daily life, since infants lack the ability to verbalize and communicate with their caregivers. However, a full-time…”
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Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks by Pourtaherian, Arash, Ghazvinian Zanjani, Farhad, Zinger, Svitlana, Mihajlovic, Nenad, Ng, Gary C., Korsten, Hendrikus H. M., de With, Peter H. N.

“…Purpose During needle interventions, successful automated detection of the needle immediately after insertion is necessary to allow the physician identify and…”
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Video-based discomfort detection for infants by Sun, Yue, Shan, Caifeng, Tan, Tao, Long, Xi, Pourtaherian, Arash, Zinger, Svitlana, de With, Peter H. N.

“…Infants are particularly vulnerable to the effects of pain and discomfort, which can lead to abnormal brain development, yielding long-term adverse…”
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Catheter segmentation in three-dimensional ultrasound images by feature fusion and model fitting by Yang, Hongxu, Shan, Caifeng, Pourtaherian, Arash, Kolen, Alexander F, de With, Peter H N

“…Ultrasound (US) has been increasingly used during interventions, such as cardiac catheterization. To accurately identify the catheter inside US images, extra…”
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STAR: Sparse Thresholded Activation under partial-Regularization for Activation Sparsity Exploration by Zhu, Zeqi, Pourtaherian, Arash, Waeijen, Luc, Bondarev, Egor, Moreira, Orlando

“…Brain-inspired event-driven processors execute deep neural networks (DNNs) in a sparsity-aware manner. Specifically, if more zeros are induced in the…”
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SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference by Khoei, Mina A, Yousefzadeh, Amirreza, Pourtaherian, Arash, Moreira, Orlando, Tapson, Jonathan

“…Biological neurons are known to have sparse and asynchronous communications using spikes. Despite our incomplete understanding of processing strategies of the…”
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Synapse Compression for Event-Based Convolutional-Neural-Network Accelerators by Bamberg, Lennart, Pourtaherian, Arash, Waeijen, Luc, Chahar, Anupam, Moreira, Orlando

“…Manufacturing-viable neuromorphic chips require novel computer architectures to achieve the massively parallel and efficient information processing the brain…”
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TROD: Tracking with occlusion handling and drift correction by Pourtaherian, Arash, Wijnhoven, Rob G. J., de With, Peter H. N.

“…We present a tracking framework in which we learn a HOG-based object detector in the first video frame and use this detector to localize the object in…”
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Localization of Partially Visible Needles in 3D Ultrasound Using Dilated CNNs by Pourtaherian, Arash, Mihajlovic, Nenad, Ghazvinian Zanjani, Farhad, Zinger, Svitlana, Ng, Gary C., Korsten, Hendrikus H.M., De With, Peter H.N.

“…Guidance of needles for interventions that involve percutaneous advancing of a needle to a target inside the patient's body is one of the key uses of…”
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Basic model and governing equation of solar cells used in power and control applications by Izadian, A., Pourtaherian, A., Motahari, S.

“…This paper provides an overview of modeling of a group of commercially available solar cells to ease the study of solar powered electric systems. The models…”
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