As the complexity of deep neural networks (DNNs) trend to grow to absorb the increasing sizes of data, memory and energy consumption has been receiving more and more attentions for industrial applications, especially on mobile devices. This paper presents a novel structure based on functional hashing to compress DNNs, namely FunHashNN. For each entry in a deep net, FunHashNN uses multiple low-c...

cryogenic treatment can be used as a supplemental treatment that is performed on some tool steels between quenching and tempering as an effective method for decreasing retained austenite and increasing wear resistance. in this research, the effect of deep cryogenic treatment (dct) on dimensional stability and mechanical properties of 80crmo12 5 tool steel was investigated. the martensitic trans...

deep vein thrombosis (dvt) and pulmonary embolism (pte) are known as venous thromboembolism (vte). dvt occurs when a thrombus (a blood clot) forms in deep veins of the body, usually in the lower extremities. it can cause swelling or leg pain, but sometimes may occur with no symptoms. awareness of dvt is the best way to prevent the vte. patients with trauma are at increased risk of dvt and subse...

background:  assessment  of quality-of-life (qof) as  an outcome   measure   after  deep   brain  stimulation   (dbs) surgery in patients  with parkinson’s disease  (pd) need  a valid, reliable and responsive  instrument. the aim of the current   study   was   to   determine   responsiveness   of validated  persian  version  of pd questionnaire  with  39- items (pdq-39) after dbs surgery in pat...

this study focused on the effect of teaching collocations on the awareness of two affective dimensions, evaluation and potency dimensions, of deep vocabulary knowledge as well as the general vocabulary knowledge of efl students. sixty intermediate efl female adult learners participated in this study; they were chosen among 90 students through the pet and a general vocabulary knowledge test. the...

purpose: to compare clinical outcomes following penetrating keratoplasty (pk) versus deep anterior lamellar keratoplasty (dalk) for keratoconic patients with vernal keratoconjunctivitis (vkc). methods: in this retrospective comparative study, the records of 69 keratoconic eyes with vkc that underwent pk (n=43, group 1) or dalk (n=26, group 2) were compiled. postoperative best-corrected visual a...

purpose: to investigate the results of deep lamellar keratoplasty (dlk) by big bubble method with using shifting bubble sign in patients suffering from keratoconus or corneal opacity methods: in this prospective interventional clinical trial, 20 eyes of 18 patients (10 males and 8 females) who underwent dlk by big bubble method using shifting bubble sign were investigated. mean age of cases wer...

background: pediatric oncology patients frequently need several painful procedures during their diagnostic and therapeutic process. during the past decades, most centers abroad have developed safe and effective protocols for procedural sedation and analgesia in children. this report describes procedural sedation and analgesia as performed in pediatric oncology unit and tries to report success o...