In recent years, memristive crossbar-based neuromorphic computing systems (NCS) have obtained extremely high performance in neural network acceleration. However, adversarial attacks and conductance variations of memristors bring reliability challenges to NCS design. First, can fool the pose a serious threat security critical applications. On other hand, device lead degradation accuracy. this pa...

PARyOpt 1 is a Python based implementation of the Bayesian optimization routine designed for remote and asynchronous function evaluations. especially attractive computational due to its low cost footprint as well ability account uncertainties in data. A key challenge efficiently deploy any strategy on distributed computing systems synchronization step, where data from multiple calls assimilated...

Quantum computing has attracted considerable public attention due to its exponential speedup over classical computing. Despite advantages, today's quantum computers intrinsically suffer from noise and are error-prone. To guarantee the high fidelity of execution result a algorithm, it is crucial inform users noises used computer compiled physical circuits. However, an intuitive systematic way ma...

As the machine learning and systems communities strive to achieve higher energy efficiency through custom deep neural network (DNN) accelerators, varied precision or quantization levels, model compression techniques, there is a need for design space exploration frameworks that incorporate quantization-aware processing elements into accelerator while having accurate fast power, performance, area...

جاءت هذه الدراسةُ؛ لتسليط الضوء على عنصر المكان في رواية (جنين 2002)، توصيفًا ثمَّ تحليلًا، وتكشف عن مضامين علاقته بالعناصر الأخرى، ومدى تجاذبه معها، كالشخصيَّات، والأحداث، والزمان، ترصد ملامح التَّأثير والتَّأثُّر بين هذا وذاك؛ للوقوف الروابط المشتركة بينها جميعًا، لتتَّضح –بعد ذاك- وظيفة كل منها، وعلاقته بالمكان، فاعليَّتها بالبناء الفنيِّ الرواية.

Unsupervised pixel-level defective region segmentation is an important task in image-based anomaly detection for various industrial applications. The state-of-the-art methods have their own advantages and limitations: matrix-decomposition-based are robust to noise, but lack complex background image modeling capability; representation-based good at localization, accuracy shape contour extraction...

يتبوّأ العمل التفسيريّ مرتبة شريفة, فقد كثر الكلام في الإعجاز القرآنيّ وكثرت الاتجاهات التفسيريّة التي اهتمت بالوقوف على ما جاء به الله عزّ وجل كتابه الحكيم, ومن بينها كتاب الكشاف للزمخشري, وقد اهتمّ كثير من العلماء بوضع شروح لكتاب الكشاف, فظهرت العديد الكتب عنيت بتحقيقه, والحواشي الّتي ألفت عليه حاشية الكشاف  لعبد الكريم بن عبد الجبار التبريزي, قام البحث بتحقيق الحاشية  بعد أن عرّف بكتاب للز...