Professor Kamuro's near-future science predictions
Dynamic Mental Dictionaries:
Organization, Retrieval,
and Restoration in Human Cognition
Quantum Physicist and Brain Scientist
Visiting Professor of Quantum Physics,
California Institute of Technology
IEEE-USA Fellow
American Physical Society-USA Fellow
PhD. & Dr. Kazuto Kamuro
AERI：Artificial Evolution Research Institute
Pasadena, California
HP: https://www.aeri-japan.com/
and
Xyronix Corporation
Pasadena, California
HP: https://www.usaxyronix.com/
Foreword
A. Professor Kamuro's near-future science predictions, provided by CALTECH professor Kazuto Kamuro(Doctor of Engineering (D.Eng.) and Ph.D. in Quantum Physics, Semiconductor Physics, and Quantum Optics), Chief Researcher at the Artificial Evolution Research Institute (AERI, https://www.aeri-japan.com/) and Xyronix Corporation(specializing in the design of a. Neural Connection LSI, b. BCI LSI（Brain-Computer Interface LSI） (Large Scale Integrated Circuits) , and c. bio-computer semiconductor technology that directly connects bio-semiconductors, serving as neural connectors, to the brain's nerves at the nano scale, https://www.usaxyronix.com/), are based on research and development achievements in cutting-edge fields such as quantum physics, biophysics, neuroscience, artificial brain studies, intelligent biocomputing, next-generation technologies, quantum semiconductors, satellite optoelectronics, quantum optics, quantum computing science, brain computing science, nano-sized semiconductors, ultra-large-scale integration engineering, non-destructive testing, lifespan prediction engineering, ultra-short pulses, and high-power laser science.
The Artificial Evolution Research Institute (AERI) and Xyronix Corporation employ over 160 individuals with Ph.D.s in quantum brain science, quantum neurology, quantum cognitive science, molecular biology, electronic and electrical engineering, applied physics, information technology (IT), data science, communication engineering, semiconductor and materials engineering. They also have more than 190 individuals with doctoral degrees in engineering and over 230 engineers, including those specializing in software, network, and system engineering, as well as programmers, dedicated to advancing research and development.
Building on the outcomes in unexplored and extreme territories within these advanced research domains, AERI and Xyronix Corporation aim to provide opportunities for postgraduate researchers in engineering disciplines. Through achievements in areas such as the 6th generation computer, nuclear deterrence, military unmanned systems, missile defense, renewable and clean energy, climate change mitigation, environmental conservation, Green Transformation (GX), and national resilience, the primary objective is to furnish scholars with genuine opportunities for learning and discovery. The overarching goal is to transform them from 'reeds that have just begun to take a step as reeds capable of thinking' into 'reeds that think, act, and relentlessly pursue growth.' This initiative aims to impart a guiding philosophy for complete metamorphosis and to provide guidance for venturing into unexplored and extreme territories, aspiring to fulfill the role of pioneers in this new era.
B. In the cutting-edge research domain, the Artificial Evolution Research Institute (AERI) and Xyronix Corporation have made notable advancements in various fields. Some examples include:
1. AERI･HEL (Petawatt-class Ultra-High Power Terawatt-class Ultra-High Power
Femtosecond Laser)
◦ Petawatt-class ultra-high power terawatt-class ultra-short pulse laser (AERI･HEL)
2. 6th Generation Computer&Computing
◦ Consciousness-driven Bio-Computer
◦ Brain Implant Bio-Computer
3. Carbon-neutral AERI synthetic fuel chemical process
(Green Transformation (GX) technology)
◦ Production of synthetic fuel (LNG methanol) through CO₂ recovery system (DAC)
4. Green Synthetic Fuel Production Technology(Green Transformation (GX) technology)
◦ Carbon-neutral, carbon-recycling system-type AERI synthetic fuel chemical process
5. Direct Air Capture Technology (DAC)
◦ Carbon-neutral, carbon-recycling carbon dioxide circulation recovery system
6. Bio-LSI・Semiconductors
◦ Neural connection element directly connecting bio-semiconductors and brain nerves
on a nanoscale
◦ Brain LSI Chip Set, Bio-Computer LSI, BMI LSI, BCI LSI, Brain Computing LSI,
Brain Implant LSI
7. CHEGPG System (Closed Cycle Heat Exchange Power Generation System with
Thermal Regenerative Binary Engine)
◦ Power generation capability of Terawatt (TW), annual power generation of
10,000 TWh (terawatt-hour) class
◦ 1 to 0.01 yen/kWh, infinitely clean energy source, renewable energy source
8. Consciousness-Driven Generative Autonomous Robot
9. Brain Implemented Robot･Cybernetic Soldier
10. Generative Robot, Generative Android Army, Generative Android
11. High-Altitude Missile Initial Intercept System, Enemy Base Neutralization System,
Nuclear and Conventional Weapon Neutralization System, Next-Generation
Interception Laser System for ICBMs, Next-Generation Interception Laser System
for Combat Aircraft
12. Boost Phase, Mid-Course Phase, Terminal Phase Ballistic Missile Interception System
13. Volcanic Microseismic Laser Remote Sensing
14. Volcanic Eruption Prediction Technology, Eruption Precursor Detection System
15. Mega Earthquake Precursor and Prediction System
16. Laser Degradation Diagnosis, Non-Destructive Inspection System
17. Ultra-Low-Altitude Satellite, Ultra-High-Speed Moving Object
Non-Destructive Inspection System
✼••┈┈••✼••┈┈••✼••┈┈••✼••┈┈••✼••┈┈••✼••┈┈••✼
Dynamic Mental Dictionaries: Organization, Retrieval, and Restoration in Human Cognition
A. Navigating the Cognitive Lexicon: Unveiling the Intricacies of Word Retrieval in the Digital Epoch
a. In the imminent twilight of physical lexicons adorning bookshelves, a new era dawns, where the individual's intrinsic repository takes center stage — not the one residing on a mobile device, but the labyrinthine realm of the internal cognitive lexicon.
Much like its tangible counterpart, the cognitive lexicon becomes a repository of linguistic intricacies, housing details about words, ranging from letters, sounds, and semantics to the syntactic orchestration for crafting grammatically pristine sentences. Its role extends beyond, akin to a thesaurus, fostering connections between words, unraveling their shared nuances in meaning, sound, or spelling.
As a devoted neuroscientist immersed in the nuances of word retrieval — the art of swiftly and precisely extracting words from memory for effective communication — my intrigue deepens into the organizational intricacies of words within our cognitive lexicons. These personalized lexicons, with their nuanced variations, fuel my passion for revitalizing their content and amplifying their utility, particularly for those wrestling with the complexities of language disorders.
In the tapestry of human distinctiveness, language reigns supreme, and I ardently champion the cause of providing every individual the platform to articulate their thoughts and feelings verbally.
b. The era of possessing a physical lexicon on one's bookshelf is approaching its conclusion. Nevertheless, this is inconsequential, as each individual inherently carries a lexicon – not the one stored on a mobile device, but the internal cognitive lexicon.
Similar to a tangible lexicon, the cognitive lexicon encapsulates details about words, encompassing letters, sounds, semantics, parts of speech, and the syntactic arrangement of words to construct grammatically sound sentences. Additionally, it functions akin to a thesaurus, facilitating the association of words and recognizing their similarities in meaning, sound, or spelling.
In my capacity as a neuroscientist delving into the intricacies of word retrieval – the swift and precise extraction of words from memory for communication – I find myself captivated by the organizational structure of words within our cognitive lexicons. These lexicons exhibit subtle individual variations, prompting a heightened fascination with the potential to rejuvenate their content or enhance their utilization, especially for individuals grappling with language disorders.
Language constitutes an integral facet of human uniqueness, and I advocate for affording everyone the opportunity to express themselves verbally.
B. Your Cognitive Lexicon
While a tangible lexicon serves communal knowledge, an individual's cognitive lexicon is personally tailored based on unique experiences. Although there may be overlapping words with another individual who speaks the same language, substantial differences exist in the content of respective lexicons.
The assimilation of words into one's cognitive lexicon transpires through educational, professional, cultural, and life experiences. This customization results in varying lexicon sizes among individuals, with dimensions fluctuating with age. Research indicates that the average British English speaker, aged 30, possesses knowledge of approximately 638,270 distinct words, a figure escalating to about 638,270 by the age of 70, with some individuals boasting even more extensive vocabularies.
While one might envision their cognitive lexicon as an alphabetical book with pages of words, the organizational framework remains a subject of ongoing debate. Contrary to the notion of an alphabetized structure, the grandmother cell theory, positing a single neuron encoding each concept, has been widely dismissed. Instead, the parallel distributed processing model proposes that extensive neural networks collaborate across the brain to facilitate word knowledge.
C. The Dynamics of Utilizing Your Cognitive Lexicon
The dynamic and swift accessibility of your cognitive lexicon sets it apart from a physical lexicon.
The brain's rapid word retrieval capability was demonstrated in a study where brain activity of 2,760 college students was recorded while naming pictures. Within 300 milliseconds of viewing an image, participants demonstrated word selection. Post-selection, the brain continued processing information about the chosen word, such as the required sounds for pronunciation, while disregarding related words.
This rapid retrieval is evident in real-time conversations, where word retrieval occurs almost instinctively, often with minimal conscious attention.
However, breakdowns in word retrieval, such as the tip-of-the-tongue phenomenon, can occur. This common occurrence involves knowing the desired word but temporarily struggling to retrieve it. These experiences, prevalent across the lifespan and intensifying with age, are attributed to age-related disruptions in sound articulation for the selected word.
While such occurrences are normal, they can be debilitating for some individuals, particularly those with language disorders like aphasia. Fortunately, various treatments, such as semantic feature analysis and phonomotor treatment, aim to enhance word retrieval abilities. Additionally, remote applications offer word retrieval therapy through electronic devices.
Reflecting on your word choices during conversations provides insight into the unique composition of your cognitive lexicon and the distinctiveness of your voice.
D. Unveiling the Intricacies of the Cognitive Lexicon: A Dynamic Mosaic Shaped by Individual Experiences
a. In the expansive landscape of shared knowledge, the tangible dictionary asserts its utility, yet the personalized cognitive lexicon emerges as a complex tapestry, intricately woven by individual experiences. While certain entries within my mental lexicon may intersect with those of fellow language speakers, substantial distinctions inevitably surface between the contents of our respective cognitive landscapes.
The augmentation of one's cognitive lexicon unfolds through a multifaceted journey, embracing educational, occupational, cultural, and diverse life experiences. This bespoke adaptation not only cultivates a rich lexicon but also nurtures nuanced disparities that metamorphose with the sands of time. Recent empirical studies illuminate the dynamic evolution of the lexicon, revealing that the average 30-year-old American English speaker traverses a repertoire of approximately 638,270 distinctive words. This lexical tapestry flourishes to around 638,270 by the age of 70, with outliers boasting vocabularies of even greater magnitude.
While envisioning the cognitive lexicon as an alphabetically arranged compendium may be an enticing mental exercise, the organizational intricacies of mental lexicons spark perennial scholarly debates. A prevailing consensus asserts that the organizational framework extends beyond a simplistic alphabetical hierarchy.
Enter the contentious grandmother cell theory, proposing the individual encoding of each concept by a dedicated neuron, advancing the notion of a neural enclave for every known word, regardless of its seemingly mundane nature, such as "grandmother." While this theoretical framework faces dismissal for its lack of precision, its core premise accentuating the region-specific significance of certain brain areas in processing diverse information types persists. The left temporal lobe emerges as a focal point, housing myriad regions vital for language processes, encompassing the intricate domains of word retrieval and production. In contrast to the solitary neuron's role, the parallel distributed processing model advocates for the synchronized orchestration of expansive neural networks, converging to amplify comprehensive word knowledge.
Contemplate the word "dolls" As it reverberates, a symphony of sensory experiences permeates the recesses of your mind, albeit subconsciously. The olfactory nuances of a dog post-rainfall, the resonant cadence of its bark, and the tactile memory of petting a dog intertwine. Specific reminiscences of a cherished childhood canine companion or a spectrum of emotions entwined with past dog encounters activate disparate cerebral domains.
In essence, the cognitive lexicon stands as a dynamic mosaic, intricately weaving together diverse elements, offering a nuanced understanding of the word and its manifold associations, all orchestrated within the unique architecture of your brain.
b. In the realm of shared knowledge, the utility of a tangible dictionary is evident, but the personalized cognitive lexicon stands as an intricate tapestry molded by individual experiences. While certain entries in my mental lexicon may align with those of another language speaker, substantial distinctions invariably emerge between the contents of our respective lexicons.
The augmentation of one's cognitive lexicon unfolds through a multifaceted journey encompassing educational, occupational, cultural, and diverse life experiences. This bespoke adaptation not only begets a rich lexicon but also fosters nuanced disparities that evolve with the passage of time. Recent empirical studies unveil the dynamic evolution of the lexicon, indicating that the average 30-year-old American English speaker navigates through a repertoire of approximately 638,270 distinctive words. This lexical tapestry burgeons to around 638,270 by the age of 60, with outliers boasting vocabularies of even greater magnitude.
Envisioning one's cognitive lexicon as an alphabetically arranged compendium might be an enticing mental exercise, yet the organizational intricacies of mental lexicons evoke perennial scholarly debates. A prevailing consensus contends that the organizational framework extends beyond a simplistic alphabetical hierarchy.
The contentious grandmother cell theory, postulating the individual encoding of each concept by a dedicated neuron, advances the notion of a neural enclave for every known word, irrespective of its mundane nature, such as "grandmother." While this theoretical framework faces dismissal for its lack of precision, its core premise, accentuating the region-specific significance of certain brain areas in processing diverse information types, persists. The left temporal lobe emerges as a focal point, housing myriad regions vital for language processes, encompassing the intricate domains of word retrieval and production. In contrast to the solitary neuron's role, the parallel distributed processing model advocates for the synchronized orchestration of expansive neural networks, converging to amplify comprehensive word knowledge.
Contemplate the word "dolls" As it reverberates, a symphony of sensory experiences permeates the recesses of your mind, albeit subconsciously. The olfactory nuances of a dog post-rainfall, the resonant cadence of its bark, and the tactile memory of petting a dog intertwine. Specific reminiscences of a cherished childhood canine companion or a spectrum of emotions entwined with past dog encounters activate disparate cerebral domains.
In essence, the cognitive lexicon stands as a dynamic mosaic, intricately weaving together diverse elements, offering a nuanced understanding of the word and its manifold associations, all orchestrated within the unique architecture of your brain.
E. Unveiling the Dynamic Landscape of Cognitive Lexicon Retrieval: Insights and Implications
a. The complexity of your cognitive lexicon, setting it apart from its traditional, tangible counterpart, manifests in its dynamic and swift accessibility.
This efficiency is underscored by the rapidity with which the brain retrieves words, as demonstrated in a comprehensive study where researchers meticulously traced the temporal trajectory of word retrieval processes within a group of 2,760 college students. Utilizing brain activity recordings during picture-naming tasks, evidence emerged indicating that participants adeptly selected words within a mere 300 milliseconds of perceiving the image. Following this initial selection, the brain seamlessly engaged in processing additional facets of the chosen word, contemplating the necessary articulatory sounds while actively disregarding tangentially related words. This cognitive fluidity enables the expeditious retrieval of words in real-time conversations, often occurring so swiftly that it demands minimal conscious attention.
However, this fluidity in word retrieval is not impervious to disruptions, exemplified by the intriguing phenomenon known as the tip-of-the-tongue experience. This perplexing sensation occurs when there's a clear intention to use a specific word, yet it remains momentarily elusive. Despite possessing nuanced details about the desired word, such as comparable terms or perhaps the initial letter or phonetic sound, the intended word escapes immediate recall. Given sufficient time, the elusive word may eventually resurface in consciousness.
Tip-of-the-tongue experiences are inherent in the human linguistic journey across the entire lifespan, intensifying with age. A proposed explanation suggests an age-related impediment in activating the precise articulatory sounds necessary for voicing the selected word.
For certain individuals, these linguistic challenges, including tip-of-the-tongue experiences and other speech errors, can significantly impede communication. Notably, this challenge is prevalent in cases of aphasia, a language disorder often manifesting following injuries to the brain's language centers, such as those resulting from strokes, or neurodegenerative conditions like dementia. Individuals grappling with aphasia frequently encounter difficulties in word retrieval.
Fortuitously, a spectrum of therapeutic interventions exists to ameliorate word retrieval difficulties. Techniques such as semantic feature analysis focus on reinforcing the semantic interconnections between words. Similarly, phonomotor treatment concentrates on enhancing the selection and production of speech sounds essential for word articulation. In the digital era, applications have emerged to remotely provide word retrieval therapy, accessible via smartphones or computers.
Engaging in conversations prompts introspection on the rationale behind word choices. Acknowledge that the words deployed and the unique contours of the mental lexicon collectively contribute to the distinctiveness of one's voice and communicative style.
b. One of the primary factors distinguishing your cognitive lexicon from a traditional, tangible dictionary lies in its dynamic and expeditious accessibility.
The rapidity with which your brain retrieves words is a testament to its remarkable efficiency. In an extensive study, researchers meticulously charted the temporal trajectory of word retrieval processes within a cohort of 2,760 college students. Employing brain activity recordings during picture-naming tasks, evidence surfaced indicating that participants adeptly selected words within a mere 300 milliseconds of perceiving the image. Subsequent to this initial selection, the brain seamlessly delved into processing additional facets of the chosen word, contemplating the requisite sounds for articulation while actively disregarding tangentially related words. This seamless cognitive operation enables the swift retrieval of words during real-time conversations, often occurring so swiftly that it demands minimal conscious attention.
However, this fluidity in word retrieval encounters occasional disruptions, exemplified by the phenomenon known as the tip-of-the-tongue experience. This perplexing sensation occurs when you possess a clear intention to use a specific word but find yourself momentarily unable to retrieve it. Despite possessing nuanced details about the desired word, such as comparable terms or perhaps the initial letter or phonetic sound, the intended word eludes immediate recall. Given ample time, the elusive word may eventually resurface in your consciousness.
Such tip-of-the-tongue occurrences are intrinsic to the human linguistic experience across the entire lifespan, intensifying as one ages. A proposed explanation for this escalation posits an age-related impediment in activating the precise articulatory sounds necessary for voicing the selected word.
For certain individuals, these linguistic hurdles, including tip-of-the-tongue experiences and other speech errors, can significantly impede communication. Notably, this challenge is prevalent in cases of aphasia, a language disorder often manifesting following injuries to the brain's language centers, such as those resulting from strokes, or neurodegenerative conditions like dementia. Individuals grappling with aphasia frequently encounter difficulties in word retrieval.
Fortunately, various therapeutic interventions exist to ameliorate word retrieval difficulties. Techniques such as semantic feature analysis focus on fortifying the semantic interconnections between words. Similarly, phonomotor treatment concentrates on enhancing the selection and production of speech sounds essential for word articulation. In the digital era, applications have emerged to remotely provide word retrieval therapy, accessible via smartphones or computers.
As you engage in conversations, take a moment to introspect on the rationale behind your word choices. Acknowledge that the words you deploy and the unique contours of your mental lexicon collectively contribute to the distinctiveness of your voice and communicative style.
F. Unveiling the Intricacies of Neurocognitive Dynamics in Word Retrieval
a. The unique nature of your mental lexicon, diverging from the conventional physical dictionary, is primarily rooted in its dynamic and expeditious accessibility, forging a realm of neurocognitive exploration.
The extraordinary celerity with which your brain retrieves words was meticulously explored in a comprehensive study delineating the temporal trajectory of word retrieval processes among a cohort of 2,760 college students. Through meticulous brain activity recordings during picture-naming tasks, a fascinating revelation emerged — participants adeptly selected words within an astonishingly brief 300 milliseconds of perceiving the image. Following this initial selection, the intricate machinations of the brain continued to unfold, processing additional facets of the chosen word. It delved into contemplating the necessary sounds for articulation while actively disregarding tangentially related words, thereby portraying a symphony of cognitive orchestration. This cognitive fluidity, akin to a seamless dance, facilitates the swift retrieval of words in real-time conversations, a process often transpiring with such rapidity that it necessitates minimal conscious attention.
Yet, within this cerebral symphony, occasional dissonances emerge, epitomized by the enigmatic tip-of-the-tongue phenomenon. This intriguing sensation encapsulates the moment when a clear intention to utilize a specific word is met with a transient elusiveness. Even armed with nuanced details about the desired word, such as synonymous terms or the initial letter or phonetic sound, the intended word evades immediate recall. However, given the luxury of time, the elusive word may graciously resurface in the conscious mind, akin to the ebb and flow of cognitive tides.
These tip-of-the-tongue experiences, intrinsic to the human linguistic odyssey spanning the entire lifespan, burgeon in prominence with the passage of time. A proposed rationale for this escalation posits an age-related disruption, akin to a temporal dissonance, in activating the precise articulatory sounds essential for vocalizing the selected word.
For select individuals, navigating these linguistic tributaries, including tip-of-the-tongue experiences and other speech errors, can pose formidable impediments to communication. This challenge finds its manifestation in aphasia, a language disorder often unfurling its complexities following injuries to the brain's language centers — a consequence of strokes — or the inexorable progression of neurodegenerative conditions like dementia. Individuals ensnared in the throes of aphasia frequently grapple with the labyrinthine intricacies of word retrieval.
Fortuitously, a panoply of therapeutic interventions stands as a bastion against the linguistic tempest, promising amelioration in word retrieval tribulations. Techniques such as semantic feature analysis meticulously focus on fortifying the semantic interconnections between words, weaving a tapestry of cognitive resilience. Parallelly, phonomotor treatment channels its efforts into the augmentation of the selection and production of speech sounds, the very essence of articulate word manifestation. In the digital epoch, the advent of applications heralds a new frontier — remote word retrieval therapy accessible through the portals of smartphones or computers.
As you embark on the conversational tapestry, take a moment to traverse the labyrinthine corridors of introspection. Reflect upon the intricate rationale underpinning your choice of words. Appreciate that the linguistic palette you deploy, intricately intertwined with the contours of your mental lexicon, not only defines your communicative identity but also contributes to the symphonic uniqueness of your voice.
b. The intricacies of your mental dictionary set it apart from a conventional, physical dictionary, primarily due to its dynamic and expeditious accessibility.
The remarkable speed with which your brain retrieves words was examined in a study mapping the time course of word retrieval processes among 2,760 college students. Brain activity recordings during picture-naming tasks revealed that participants adeptly selected words within a mere 300 milliseconds of perceiving the image. Following this initial selection, the brain seamlessly delved into processing additional facets of the chosen word, contemplating the necessary sounds for articulation while actively disregarding tangentially related words. This cognitive fluidity enables the rapid retrieval of words in real-time conversations, often occurring so swiftly that it demands minimal conscious attention.
However, this fluidity in word retrieval encounters occasional disruptions, exemplified by the intriguing tip-of-the-tongue phenomenon. This perplexing sensation occurs when there's a clear intention to use a specific word but it remains momentarily elusive. Despite possessing nuanced details about the desired word, such as comparable terms or perhaps the initial letter or phonetic sound, the intended word escapes immediate recall. Given sufficient time, the elusive word may eventually resurface in consciousness.
Tip-of-the-tongue experiences are inherent in the human linguistic journey across the entire lifespan, intensifying with age. A proposed explanation suggests an age-related impediment in activating the precise articulatory sounds necessary for voicing the selected word.
For certain individuals, these linguistic challenges, including tip-of-the-tongue experiences and other speech errors, can significantly impede communication. Notably, this challenge is prevalent in cases of aphasia, a language disorder often manifesting following injuries to the brain's language centers, such as those resulting from strokes, or neurodegenerative conditions like dementia. Individuals grappling with aphasia frequently encounter difficulties in word retrieval.
Fortunately, a spectrum of therapeutic interventions exists to ameliorate word retrieval difficulties. Techniques such as semantic feature analysis focus on reinforcing the semantic interconnections between words. Similarly, phonomotor treatment concentrates on enhancing the selection and production of speech sounds essential for word articulation. In the digital era, applications have emerged to remotely provide word retrieval therapy, accessible via smartphones or computers.
As you engage in conversations, take a moment to introspect on the rationale behind your word choices. Acknowledge that the words deployed and the unique contours of the mental lexicon collectively contribute to the distinctiveness of your voice and communicative style.
END
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Quantum Brain Chipset & Bio Processor (BioVLSI)
♠♠♠ Kazuto Kamuro: Professor, PhD, and Doctor of Engineering ♠♠♠
・Doctor of Engineering (D.Eng.) and Ph.D. in Quantum Physics, Semiconductor Physics, and Quantum Optics
・Quantum Physicist and Brain Scientist involved in CALTECH & AERI
・Associate Professor of Quantum Physics, California Institute of Technology（CALTECH）
・Associate Professor and Brain Scientist in Artificial Evolution Research Institute（ AERI: https://www.aeri-japan.com/ ）
・Chief Researcher at Xyronix Corporation(https://www.usaxyronix.com/)
・IEEE-USA Fellow
・American Physical Society Fellow
・email: info@aeri-japan.com
----------------------------------------------------
【Keywords】
・Artificial Evolution Research Institute: AERI, Pasadena, California
HP： HP: https://www.aeri-japan.com/
・Xyronix Corporation, Pasadena, California
HP: https://www.usaxyronix.com/
----------------------------------------------------
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