• Title/Summary/Keyword: Memory improvement

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Study on Memory Performance Improvement based on Machine Learning (머신러닝 기반 메모리 성능 개선 연구)

  • Cho, Doosan
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.1
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    • pp.615-619
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    • 2021
  • This study focuses on memory systems that are optimized to increase performance and energy efficiency in many embedded systems such as IoT, cloud computing, and edge computing, and proposes a performance improvement technique. The proposed technique improves memory system performance based on machine learning algorithms that are widely used in many applications. The machine learning technique can be used for various applications through supervised learning, and can be applied to a data classification task used in improving memory system performance. Data classification based on highly accurate machine learning techniques enables data to be appropriately arranged according to data usage patterns, thereby improving overall system performance.

The Effect of Cognitive Rehabilitation Program for Traumatic Brain Injury Patients (외상성 뇌손상 환자를 위한 인지재활 프로그램의 효과)

  • Park, Joon-Ho;Jung, Han-Yong;Lee, SoYoung Irene
    • Korean Journal of Biological Psychiatry
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    • v.9 no.2
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    • pp.120-128
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    • 2002
  • Objectives:The purpose of this study was to develop a cognitive rehabilitation program and to investigate the effect of the program that restores the deficiency of memory, which is necessary to operate on high cognitive function such as problem-solving or judgement, for TBI(traumatic brain injury) patients. Methods:Sixteen TBI patients participated in this study. The inclusion criteria were : 1) aged 18 to 60 ; 2) higher than IQ 80 ; 3) lower than MMSE-K 25 and K-MAS(Korean version of Memory Assessment Scale) 85. We administered our program to an experimental group(N=8) in order to improve attention and memory for 4 weeks(total 12 section). Our program was not administrated to a control group(N=8) for 4 weeks. After administrating this program, we measured MMSE-K and K-MAS for the experimental and control groups. Results:The findings of the study were as follows. 1) the experimental group showed significant improvement on MMSE-K score in comparison with baseline, but the control group did not. 2) the experimental group showed significant improvement on K-MAS score in comparison with baseline, but the control group did not. In particular, among the three subscales of K-MAS, only verbal memory scale revealed significant improvement, while visual and short-term memory scales revealed no differences. Conclusion:Our cognitive rehabilitation program improves cognitive state and memory, particulary verbal memory, for TBI patients. These results imply that our program aids in rehabilitation of basic cognition such as memory which is necessary to operate on high cognitive function such as problem-solving or judgement, for TBI(traumatic brain injury) patients.

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The effect of Woohwangchungsimwon on the learning and memory in NOS inhibitor treated rats in Morris water maze. (우황청심원(牛黃淸心元)이 NOS inhibitor에 의한 흰쥐의 학습(學習) 및 기억장애(記憶障碍)에 미치는 영향(影響))

  • Baek Ji-Seong;Kim Jong-Woo
    • Journal of Oriental Neuropsychiatry
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    • v.10 no.2
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    • pp.115-126
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    • 1999
  • This study was conducted to find out the effects of Woohwangchungsimwon on learning and memory in the NOS inhibitor treated rats. The Morris water maze was used in evaluating them. The result of the study was summarized as follows. 1. In the learning test, three groups have showed a gradual improvement of learning ability by repeating the trials in Morris water maze. WHCS group have showed statistical improvement than control group at 4,5,6 trial(p<0.05, p<0.01, p<0.01). 2. In the memory test, the first latency of WHCH group was statistically shortened than that of control group(p<0.05). 3. In the memory test, there was no statistical difference in the entry number between WHCH group and control. 4. In the memory test, there was no statistical difference in the memory score between WHCH group and control. The result of this experimental study presents that Woohwangchungsimwon has the improving effect on impaired learning and memory in NOS inhibitor treated rats, and implies that Woohwangchungsimwon may be one of the useful prescription for the treatment of vascular dementia after cerebral ischemia.

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Utilizing the n-back Task to Investigate Working Memory and Extending Gerontological Educational Tools for Applicability in School-aged Children

  • Chih-Chin Liang;Si-Jie Fu
    • Journal of Information Technology Applications and Management
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    • v.31 no.1
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    • pp.177-188
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    • 2024
  • In this research, a cohort of two children, aged 7-8 years, was selected to participate in a specialized three-week training program aimed at enhancing their working memory. The program consisted of three sessions, each lasting approximately 30 minutes. The primary goal was to investigate the impact and developmental trajectory of working memory in school-aged children. Working memory plays a significant role in young children's learning and daily activities. To address the needs of this demographic, products should offer both educational and enjoyable activities that engage working memory. Digital educational tools, known for their flexibility, are suitable for both older individuals and young children. By updating software or modifying content, these tools can be effectively repurposed for young learners without extensive hardware changes, making them both cost-effective and practical. For example, memory training games initially designed for older adults can be adapted for young children by altering images, music, or storylines. Furthermore, incorporating elements familiar to children, like animals, toys, or fairy tales, can increase their engagement in these activities. Historically, working memory capabilities have been assessed predominantly through traditional intelligence tests. However, recent research questions the adequacy of these behavioral measures in accurately detecting changes in working memory. To bridge this gap, the current study utilized electroencephalography (EEG) as a more sophisticated and precise tool for monitoring potential changes in working memory after the training. The research findings were revealing. Participants showed marked improvement in their performance on n-back tasks, a standard measure for evaluating working memory. This improvement post-training strongly supports the effectiveness of the training program. The results indicate that such targeted and structured training programs can significantly enhance the working memory abilities of children in this age group, providing promising implications for educational strategies and cognitive development interventions.

A Study on Learning Effect of Serious Game for Memory Improvement (기억력 향상 기능성 게임의 학습 효과에 대한 연구)

  • Lee, Hwa-Min;Hong, Min
    • The Journal of Korean Association of Computer Education
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    • v.14 no.5
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    • pp.39-46
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    • 2011
  • Serious games are designed for special purposes of education, training, treatment as well as game-like fun and entertainment. Recently, domestic and foreign market of serious game are growing rapidly. By dissemination of smartphone, the global market for serious game will be expanded for various purposes and users. In this paper, we design and implement serious game 'QUICK REMEMBER 20' for memory improvement using smartphone. We analyze game users based on socio-demographic characteristics and evaluate the learning effectiveness of this game with statistic method.

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Hybrid in-memory storage for cloud infrastructure

  • Kim, Dae Won;Kim, Sun Wook;Oh, Soo Cheol
    • Journal of Internet Computing and Services
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    • v.22 no.5
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    • pp.57-67
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    • 2021
  • Modern cloud computing is rapidly changing from traditional hypervisor-based virtual machines to container-based cloud-native environments. Due to limitations in I/O performance required for both virtual machines and containers, the use of high-speed storage (SSD, NVMe, etc.) is increasing, and in-memory computing using main memory is also emerging. Running a virtual environment on main memory gives better performance compared to other storage arrays. However, RAM used as main memory is expensive and due to its volatile characteristics, data is lost when the system goes down. Therefore, additional work is required to run the virtual environment in main memory. In this paper, we propose a hybrid in-memory storage that combines a block storage such as a high-speed SSD with main memory to safely operate virtual machines and containers on main memory. In addition, the proposed storage showed 6 times faster write speed and 42 times faster read operation compared to regular disks for virtual machines, and showed the average 12% improvement of container's performance tests.

Improvement Method and Performance Analysis of Shared Memory in Dual Core Embedded Linux system (듀얼코어 임베디드 리눅스 시스템에서 공유 메모리 성능 개선 방안 및 성능 분석)

  • Jung, Ji-Sung;Kim, Chang-Bong
    • Journal of Internet Computing and Services
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    • v.11 no.4
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    • pp.95-106
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    • 2010
  • Recently multiple process communicate together. They share resource and information for cooperation in complicated programming environment. Kernel provides IPC (Inter -Process Communication) for communication with each other process. Shared Memory is a technique that many processes can access to identical memory area in the Linux environment. In this paper, we propose a performance improvement method of shared memory in the dual-core embedded linux system which is consist of different core and different operating system. We construct the MPC2530F (ARM926F+ARM946E) linux system and measure the performance therein. We attempt a performance enhancement in each CPU for each process which uses a shared memory.

Development of Fruit and Vegetable Peels Extracts for Memory Improvement of Prevention and Treatment of Cognitive Impairment

  • Kim, Hyun-Kyoung
    • International journal of advanced smart convergence
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    • v.7 no.3
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    • pp.1-7
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    • 2018
  • This study relates to a composition for improvement of memory or prevention and treatment of cognitive impairment using waste resources rich in beneficial substances. This study makes good effects to inhibit the activity of acetylcholinesterase in brain tissue and to improve the cognitive functions in a simulation model of cognitive impairment induced by scopolamine, so it can be available in the promotion of memory and the prevention and treatment of cognitive impairment. The composition uses the extract of fruit peels, which have long been used without causing toxicity in a wide range of food applications; therefore, it can be used safely without a risk of side effects, even in the case of a long-term administration for the preventive purpose. Furthermore, this research is a very beneficial invention in the environment-friendly aspect in association with the recycling of resources, as it is based on the novel efficacies of fruit peels, which have been conventionally disposed as a refuse of fruits due to their poor sensory qualities despite the content of beneficial substances.

Evidence of Memory Improvement by Phosphatidylcholine Supplement at Fetus and Neonate -Studies of Basal Forebrain Cholinerge Neuronal Activities- (태생기 및 신생기의 Phosphatidylcholine 보충기 기억력 향상에 미치는 영향 -전뇌기저부의 Choline성 신경세포 활성에 관한 연구-)

  • 전영희
    • Journal of Nutrition and Health
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    • v.32 no.8
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    • pp.864-869
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    • 1999
  • To investigate the effect of dietary phosphatidylcholine(PPC) supplement on memory improvement, biochemical study on the brain, and morphometric studies on the cholinergic neurons in the rat basal forebrain were undertaken. The pregnancy rats were divided into the normal control, the choline deficient and the PPC supplemental groups according to quantity of the PPC in diet. According to choline deficiency and PPC supplement after birth, the neonate rate of the normal control group were subdivided into the control diet(N-N) and the PPC supplied (N-S) groups, the choline deficient group were subdivided into the continually deficient (D-D), the control diet(D-N) and the PPC supplied groups(D-S), and the PPC supplemental group were subdivided into the control diet (S-N)and the continually supplied (S-S)group. The PPC supplemented diet was added 2% egg PPC in AIN 76 formula diet. PPC concentrations and cholinesterase(CE) activities were measured in the serum, the liver and the brain, respectively. Immunohistochemical stains for choline acetyltransferase(ChAT) was employed for the morphological and morphometric studies. The maze test was undertaken to evaluate memory improvement. PPC concentration and CE activities in the serum, liver and the brain were high in the PPC supplemental groups and low in the choline deficient groups. ChAT immunoreactivity neurons at the medial septal diagonal bond complex and the basal forebrain nucleus of Meynert were reduced in the choline deficient groups. Average failure rate for the maze test was the lowest in the S-S group and the highest in the D-D group. Insufficient choline suppley during the neuronal development would result in cholinergic neuronal damage, which could be prevented by adequate PPC supplement. It is consequently suggested that PPC supplement may be effective on memory improvement by maintaining the cholinergic neuronal activity in the basal forebrain of the rats.

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Improvement of Attention and Memory of Stroke Patient Using Smart Phone Applications : Single Case Study (스마트폰 어플리케이션을 이용한 뇌졸중 환자의 집중력과 기억력 증진: 단일 사례연구)

  • Lee, In-Seon
    • Therapeutic Science for Rehabilitation
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    • v.3 no.1
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    • pp.57-65
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    • 2014
  • Objective : In this study, to investigate the effect of Attention and Memory using a smart phone application intervention for stroke patients. Methods : single-subject experimental research was conducted using an ABA design. During the study, subject was applied to a total of 20 sessions with five times baseline, ten times intervention line, five times re-baseline. baseline and re-baseline did not have a separate intervention. During the intervetion line was trained by the application 'Master of memory(Numbers, Shapes, Fruits mode)' and 'Matching cute animals'. All sessions were evaluated an Attention and Memory using by 'Master of memory(Random mode)' and 'Memory free(Picture memory)' application. The resulting data was presented in graphs and descriptive statistics. Results : Implemented in all session, Attention and Memory assessment results showed the improvement of Attention and Memory in intervention line. Assessments conducted before and after the intervention, showed the improvement of Attention and Memory after the evaluation of interventions respectively. Conclusion : The results of this study are expected to be clinically useful. Follow-up studies on smart phone application intervention are needed for more targeted sampling study and conducted over a long period of time.