We argue that the Rules-Similarity continuum is only a useful formalism for particular, isolated tasks and must rest on the assumption that representations formed during a particular task are independent of other tasks. We show this to be an unrealistic conjecture. We additionally point out that describing categorization as selective weighing and abstracting of features misses the important step of discovering what the possible features are.

Sri Aurobindo dedicated his life to the transformation of humanity. His journey saw him traverse many paths, including that of poet, journalist, jailed revolutionary, philosopher, and radical mystic. Essays, translations, literary criticism, political articles, philosophical treatises, poetry, epics, plays and short stories-his writings encompass the depth and range of his extraordinary life. The modern sage commented on spiritual texts such as the Vedas, the Upanishads and the Bhagwad Gita, authored an epic poem, Savitri, presented his integral vision in The Life (...) Divine, wrote on contemporary issues, all the while writing thousands of letters to guide his disciples, and even documenting his inner life in meticulous detail. The relevance of Sri Aurobindo's message has never been more urgent and compelling, yet, his Complete Works, thirty-six volumes in all, can be a daunting prospect even for those acquainted with his philosophy and practice. Reading Sri Aurobindo introduces each of these volumes through the perspectives of twenty-one contributors. The result is a book packed with insights inviting us to explore Sri Aurobindo's deep wisdom and vision for resolving the fundamental issues facing individuals, societies, and nations today. (shrink)

Commentary on Brahmasūtra of Bādarāyaṇa, aphoristic work on Advaita Vedanta; includes Hindi explanation.

This volume consists of a collection of essays that explores the songs of Rabindranath Tagore, also known as Rabindrasangeet as independent poetic verses. It is an intellectual reading of his songs that are collected in the Gitabitan, which is a collection of all of his 2232 songs.

The purpose of the paper is to refute the fregean assumption that declarative sentences refer to truth-Values. A consequence of the assumption is that the truth-Value of a declarative sentence containing another as part remains unchanged when the part is replaced by another sentence having the same truth-Value, Provided that the part as part has only customary reference and expresses a complete thought. The refutation proceeds by demonstrating this consequence to be false.

As students progress towards their PhD degrees, they will become more independent and practitioner-like; for those moving into academia, it is often assumed the programs of their PhD mentors will serve as prototypes for their own successful research programs. However, the author's research program as an Assistant Professor led him in directions never considered as a graduate student. The author had to make significant decisions in choosing a primary audience, finding an overarching theme, defining the individual problems, and developing these (...) problems into researchable projects. Infrastructure-related issues associated with the author's research program were also considered. The details of his journey from the end of his doctoral degree to his current position as an Assistant Professor are described in this article. (shrink)

Mody and Carey (2016) investigated children's capacity to reason by the disjunctive syllogism by hiding stickers within two pairs of cups (i.e., there is one sticker in cup A or B, and one in cup C or D) and then showing one cup to be empty. They found that children as young as 3 years of age chose the most likely cup (i.e., not A, therefore choose B; and disregard C and D) and suggested that these children were representing the (...) dependent relationship between A and B by applying the logical operator “or”. However, it is possible that children succeeded using simpler strategies, such as avoiding the empty cup and choosing within the manipulated pair. We devised a new version of the task in which a sticker was visibly removed from one of the four cups so that 2.5- to 5-year-old children (N = 100) would fail if they relied on such strategies. We also included a conceptual replication of Mody and Carey's (2016) original condition. Our results replicated their findings and showed that even younger children, 2.5 years of age, could pass above chance levels. Yet, 2.5-, 3- and 4-year-olds failed the new condition. Only 5-year-old children performed above chance in both conditions and so provided compelling evidence of deductive reasoning from the premise “A or B", where “or” is exclusive. We propose that younger children may instead conceive of the relationship between A and B as inclusive “or” across both versions of the task. (shrink)

Treatise, with Sanskrit commentary, on the basic tenets of the Vaiśeṣika school in Hindu philosophy.

Classical commentar, with translation and notes on Brahmasūtra of Bādarāyaṇa, classical work on Vedanta philosophy.

One cannot deny the fact that we all have some understanding of moral issues. Each one of us can be said to have some sense of what is right, what is wrong, what is good, what is bad, what ought to be done, and what ought not to be done. This moral understanding can be in the form of some vague idea, notion, or simply a gut feeling. No matter who the person is, from which culture or community the person (...) belongs to, everybody faces a moral quandary sometime or other in one’s life. All of this presupposes that there is some fundamental sense or understanding of what is right and what is wrong. We all seem to have some understanding about actions that are right and those that are wrong. Some actions, for instance, torturing babies just for fun, killing an innocent person, raping, etc. are exemplars of morally wrong actions. Assisting a person in need, giving to famine relief, etc. on the other hand are examples of morally right actions. The present essay is an attempt to delve into the question of the source of moral knowledge. Three sources, experience, reason, and intuition have been identified. Views of philosophers like G.E Moore, WD Ross, Immanuel Kant, JS Mill, Plato, Samuel Clarke, Aristotle Hume, and Anthony Ashley Cooper have been discussed to gain clarity about the issue. (shrink)

The article seeks to highlight the relation between ontology and communication while considering the role of AI in society and environment. Bioinformationalism is the technical term that foregrounds this relationality. The study reveals instructive consequences for philosophy of technology in general and AI in particular. The first section introduces the bioinformational approach to AI, focusing on three critical features of the current AI debate: ontology of information, property-based vs. relational AI, and ontology vs. constitution of AI. When applied to the (...) themes of relationality and non-anthropocentric communications, bioinformational insights highlight an inclusive and meaningful groundwork for understanding AI by ‘relating’ it with society and the environment through an engagement with the ongoing critique of human supremacy. In the second section, we move from ‘relating’ AI to ‘rewilding’ AI by proposing taxonomical classification for certain technological entities. We situate our proposal in the broader personhood debate with the proposal of taxonomical ranking. In the last section, we show an instance of a relational approach steeped in substantialist ontology by introducing the fourth feature of the AI debate. A broad critique of Floridi’s philosophy of information introduces this fourth feature from the domain of philosophy and sociology to address various theoretical and ecological problems with current relational accounts. In doing so, we argue for ‘communication’ to be the replacement of ‘information’ as the moral unit. A bioinformational understanding of AI advocates taking ontological commitments seriously at all levels of informational and technological processes and products. (shrink)

The mind maps symbols and the extra-symbolic relationships amongst them to specific meanings. When symbols of various levels are placed in a hierarchical ordering, one may look at such ordered classes as distinct worlds where one class represents objects and the other represents the objects’ corresponding meanings. However, such an explanation can only be partial because the number of potential levels in such an ordering is infinite and, therefore, it engenders problems of recursion and infinite regress. There are also logical (...) problems in the form of paradoxes that emanate from the consideration of sets of sets. Given that most prior studies only consider symbols that are classical objects in associative relationships, we argue that there is a need to also consider objects with shifting boundaries and quantum objects. We believe that objects belonging to each of these three classes—that is classical objects, objects with shifting boundaries, and quantum objects—play a role in the workings of the mind. (shrink)

Anthropocene jurisprudence amounts to a legal attitude that posits human beings as the ultimate subject to which the legal ontology, epistemology, and language serve. This attitude inevitably leads to exceptionalism not only in terminology but also in the impact which legal verdicts incur, especially on the natural environment and species. In this paper, we make a coupled reading of jurisprudence and environmental science while suggesting a post-Anthropocene model of law which can be made philosophically consistent by appropriating a new theory (...) of human as a 'biocultural creature' to outgrow the attitude of exceptionalism in law. In doing so, we take recourse of dynamic systems and complexity theory for a law to account for the ontology, epistemology and linguistics of post-Anthropocene jurisprudence. (shrink)

This book initiates the discussion between psychoanalysis and recent humanist and social scientific interest in a fundamental contemporary topic – the nonhuman. The authors question where we situate the subject in current critical investigations of a nonanthropoentric universe. In doing so they unravel a less-than-human theory of the subject; explore implications of Lacanian teachings in relation to the environment, freedom, and biopolitics; and investigate the subjective enjoyments of and anxieties over nonhumans in literature, film, and digital media. This innovative volume (...) fills a valuable gap in the literature, extending investigations into an important and topical strand of the social sciences for both analytic and pedagogical purposes. (shrink)

Recent research has provided compelling evidence that children experience the negative counterfactual emotion of regret, by manipulating the presence of a counterfactual action that would have led to participants receiving a better outcome. However, it remains unclear if children similarly experience regret’s positive counterpart, relief. The current study examined children’s negative and positive counterfactual emotions in a novel gain-or-loss context. Four- to 9-year-old children (N = 136) were presented with two opaque boxes concealing information that would lead to a gain (...) or loss of stickers, respectively. Half of the children chose between two keys that matched each box, whereas the other half were compelled to select one box because only one of the two keys matched. After seeing inside the alternative, non-chosen box, children were significantly more likely to report a change in emotion when they could have opened that box than when they could not have. The effects were similar for children who lost stickers and won stickers, and neither effect varied with age. These findings suggest that children may become capable of experiencing regret and relief around the same time, although their expression of these counterfactual emotions may vary with actual and counterfactual gains and losses. (shrink)

When used in conjunction with the current floorplan and the optimization technique in circuit design engineering, this research allows for the evaluation of design parameters that can be used to reduce congestion during integrated circuit fabrication. Testing the multiple alternative consequences of IC design will be extremely beneficial in this situation, as will be demonstrated further below. If the importance of placement and routing congestion concerns is underappreciated, the IC implementation may experience significant nonlinear problems throughout the process as a (...) result of the underappreciation of placement and routing congestion concerns. The use of standard optimization techniques in integrated circuit design is not the most effective strategy when it comes to precisely estimating nonlinear aspects in the design of integrated circuits. To this end, advanced tools such as Xilinx VIVADO and the ICC2 have been developed, in addition to the ICC1 and VIRTUOSO, to explore for computations and recover the actual parameters that are required to design optimal placement and routing for well-organized and ordered physical design. Furthermore, this work employs the perimeter degree technique to measure routing congestion in both horizontal and vertical directions for a silicon chip region and then applies the technique to lower the density of superfluous routing. Recently, a metaheuristic approach to computation has increased in favor, particularly in the last two decades. It is a classic graph theory problem, and it is also a common topic in the field of optimization. However, it does not provide correct information about where and how nodes should be put, despite its popularity. Consequently, in conjunction with the optimized floorplan data, the optimized model created by the Improved Harmonic Search Optimization algorithm undergoes testing and investigation in order to estimate the amount of congestion that occurs during the routing process in VLSI circuit design and to minimize the amount of congestion that occurs. (shrink)

The US neutrino community gathered at the Workshop on the Intermediate Neutrino Program at Brookhaven National Laboratory February 4-6, 2015 to explore opportunities in neutrino physics over the next five to ten years. Scientists from particle, astroparticle and nuclear physics participated in the workshop. The workshop examined promising opportunities for neutrino physics in the intermediate term, including possible new small to mid-scale experiments, US contributions to large experiments, upgrades to existing experiments, R&D plans and theory. The workshop was organized into (...) two sets of parallel working group sessions, divided by physics topics and technology. Physics working groups covered topics on Sterile Neutrinos, Neutrino Mixing, Neutrino Interactions, Neutrino Properties and Astrophysical Neutrinos. Technology sessions were organized into Theory, Short-Baseline Accelerator Neutrinos, Reactor Neutrinos, Detector R&D and Source, Cyclotron and Meson Decay at Rest sessions.This report summarizes discussion and conclusions from the workshop. (shrink)

With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. Other (...) known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)

Rationale: Deep brain stimulation (DBS) of the hippocampus is proposed for enhancement of memory impaired by injury or disease. Many pre-clinical DBS paradigms can be addressed in epilepsy patients undergoing intracranial monitoring for seizure localization, since they already have electrodes implanted in brain areas of interest. Even though epilepsy is usually not a memory disorder targeted by DBS, the studies can nevertheless model other memory-impacting disorders, such as Traumatic Brain Injury (TBI). Methods: Human patients undergoing Phase II invasive monitoring for (...) intractable epilepsy were implanted with depth electrodes capable of recording neurophysiological signals. Subjects performed a delayed-match-to-sample (DMS) memory task while hippocampal ensembles from CA1 and CA3 cell layers were recorded to estimate a multi-input, multi-output (MIMO) model of CA3-to-CA1 neural encoding and a memory decoding model (MDM) to decode memory information from CA3 and CA1 neuronal signals. After model estimation, subjects again performed the DMS task while either MIMO-based or MDM-based patterned stimulation was delivered to CA1 electrode sites during the encoding phase of the DMS trials. Each subject was sorted (post hoc) by prior experience of repeated and/or mild-to-moderate brain injury (RMBI), TBI, or no history (control) and scored for percentage successful delayed recognition (DR) recall on stimulated vs. non-stimulated DMS trials. The subject’s medical history was unknown to the experimenters until after individual subject memory retention results were scored. Results: When examined compared to control subjects, both TBI and RMBI subjects showed increased memory retention in response to both MIMO and MDM-based hippocampal stimulation. Furthermore, effects of stimulation were also greater in subjects who were evaluated as having pre-existing mild-to-moderate memory impairment. Conclusion: These results show that hippocampal stimulation for memory facilitation was more beneficial for subjects who had previously suffered a brain injury (other than epilepsy), compared to control (epilepsy) subjects who had not suffered a brain injury. This study demonstrates that the epilepsy/intracranial recording model can be extended to test the ability of DBS to restore memory function in subjects who previously suffered a brain injury other than epilepsy, and support further investigation into the beneficial effect of DBS in TBI patients. (shrink)

In the mouse, at least 16 genes regulate vesicle trafficking to specialized lysosome‐related organelles, including platelet dense granules and melanosomes. Fourteen of these genes have been identified by positional cloning. All 16 mouse mutants are models for the genetically heterogeneous human disease, Hermansky–Pudlak Syndrome (HPS). Five HPS genes encode known vesicle trafficking proteins. Nine genes are novel, are found only in higher eukaryotes and encode members of three protein complexes termed BLOCs (Biogenesis of Lysosome‐related Organelles Complexes). Mutations in murine HPS (...) genes, which encode protein co‐members of BLOCs, produce essentially identical phenotypes. In addition to their well‐known effects on pigmentation, platelet function and lysosome secretion, HPS genes control a wide range of physiological processes including immune recognition, neuronal functions and lung surfactant trafficking. Studies of the molecular functions of HPS proteins will reveal important details of vesicle trafficking and may lead to therapies for HPS. BioEssays 26:616–628, 2004. © 2004 Wiley Periodicals, Inc. (shrink)

Life and teachings of Vallabhācārya, 1479-1531?, leader of the Vallabhachars, Vaishnava sect, and exponent of the Śuddhādvaita school in Hindu philosophy.

Description: One of the foremost leaders of the devotional revolution which swept through Hindu society in the 15th and 16th centuries was Vallabhacarya. In terms of religion, Vallabhacarya's main contribution was his demonstration of the way in which a human being can shed his or her limited, mortal ego in order to rediscover an eternal individual participation in an unlimited divine being. With regard to literature, some of the earliest prose writing in any form of Hindi was produced by Vallabhacarya's (...) followers in the Caurasi Vaisnavan Ki Varta a collection of accounts of personal efforts to apply the teachings of Vallabhacarya to everyday life. The first part of the Bhakti sect of Vallabhacarya deals with Vallabhacarya's life and with his establishment of an organisation for his followers, a philosophical system to explain his view of the world and a spiritual method for putting his teachings into practice. The second part of the book is made up of an English translation of the sections of the Caurasi Vaisnavan ki Varta describing the lives of four early disciples of Vallabhacarya, one of whom was the poet Suradasa. (shrink)